MCP-DBLP EXPERIMENT EVALUATION RESULTS
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PER-CITATION ANALYSIS
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Citation 1: Grassi's paper on computer virus from 2025
  Ground Truth: DBLP:journals/algorithms/HammadZOG25
    Author: Ma'mon Abu Hammad and
                  Imane Zouak and
                  Adel Ouannas and
                  Giuseppe Grassi
    Title: Fractional Discrete Computer Virus System: Chaos and Complexity Algorithms
    Year: 2025
  Control: [IM] Incomplete metadata: missing doi, pages
    missing: ['doi', 'pages']
  Treatment: [PM] Perfect match with ground truth

Citation 2: idealized machine paper by Stodden 2024
  Ground Truth: DBLP:conf/acmrep/ZhengS24
    Author: Yantong Zheng and
                  Victoria Stodden
    Title: The Idealized Machine Learning Pipeline {(IMLP)
    Year: 2024
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 3: Voncila 2025
  Ground Truth: DBLP:journals/algorithms/BoiangiuVSTV25
    Author: Costin{-
    Title: A Novel Connected-Components Algorithm for 2D Binarized Images
    Year: 2025
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 4: Sanchez-Viteri et al. 2024
  Ground Truth: DBLP:journals/access/VillegasChGS24a
    Author: William Eduardo Villegas{-
    Title: Personalization of Learning: Machine Learning Models for Adapting
                  Educational Content to Individual Learning Styles
    Year: 2024
  Control: [NF] No BibTeX entry found in output file
  Treatment: [NF] No BibTeX entry found in output file

Citation 5: Li's clust paper on 3-path vertex
  Ground Truth: DBLP:journals/cluster/ChenLL25
    Author: Jingrong Chen and
                  Yange Li and
                  Xue Li
    Title: 3-Path Vertex Cover Problem based on the Variable Neighborhood Search
                  algorithm and the Artificial Bee Colony algorithm
    Year: 2025
  Control: [CM] Corrupted metadata: DOI mismatch: 10.1007/s10878-025-01285-4 vs 10.1007/S10586-025-05713-2
    issues: ['DOI mismatch: 10.1007/s10878-025-01285-4 vs 10.1007/S10586-025-05713-2']
  Treatment: [NF] No BibTeX entry found in output file

Citation 6: Dronyuk algori25
  Ground Truth: DBLP:journals/algorithms/Dronyuk25
    Author: Ivanna Dronyuk
    Title: Algorithms for Calculating Generalized Trigonometric Functions
    Year: 2025
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 7: advantage of machine paper by Levine 2022
  Ground Truth: DBLP:conf/ei-mlsi/GuoSBGVLAL22
    Author: Zhen Guo and
                  Jung Ki Song and
                  George Barbastathis and
                  Michael E. Glinsky and
                  Courtenay T. Vaughan and
                  Kurt W. Larson and
                  Bradley K. Alpert and
                  Zachary H. Levine
    Title: Advantage of Machine Learning over Maximum Likelihood in Limited-Angle
                  Low-Photon X-Ray Tomography
    Year: 2022
  Control: [CM] Corrupted metadata: Author corruption (similarity: 0.43)
    issues: ['Author corruption (similarity: 0.43)']
  Treatment: [PM] Perfect match with ground truth

Citation 8: Cinquemani algori25
  Ground Truth: DBLP:journals/algorithms/DabekMMVC25
    Author: Aleksander Dabek and
                  Lorenzo Mantovani and
                  Susanna Mirabella and
                  Michele Vignati and
                  Simone Cinquemani
    Title: Advancements in Non-Destructive Detection of Biochemical Traits in
                  Plants Through Spectral Imaging-Based Algorithms: {A
    Year: 2025
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 9: adaptive feature recognition paper by Tang 2022
  Ground Truth: DBLP:conf/iccai/TangZ22
    Author: Junfei Tang and
                  Luming Zhang
    Title: An Adaptive Feature Recognition Algorithm and Its Hardware Accelerator
                  for Arc Fault Recognition: The hardware accelerator of the algorithm
                  is improved from the discrete wavelet transform algorithm and is used
                  for power grid arc fault detection
    Year: 2022
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 10: Chen's quantum machine work from 2025
  Ground Truth: DBLP:conf/iscas/0002YCC25
    Author: Jun Qi and
                  Chao{-
    Title: Quantum Machine Learning: An Interplay Between Quantum Computing and
                  Machine Learning
    Year: 2025
  Control: [NF] No BibTeX entry found in output file
  Treatment: [NF] No BibTeX entry found in output file

Citation 11: Leoreanu-Fotea's algorithm determining work from 2025
  Ground Truth: DBLP:journals/algorithms/FengL25
    Author: Yuming Feng and
                  Violeta Leoreanu{-
    Title: Algorithm for Determining the Strong Fuzzy Grade of a Hypergroup
    Year: 2025
  Control: [CM] Corrupted metadata: Author corruption (similarity: 0.60)
    issues: ['Author corruption (similarity: 0.60)']
  Treatment: [PM] Perfect match with ground truth

Citation 12: Parallel CUDA-Based Optimization of the Intersection...
  Ground Truth: DBLP:journals/algorithms/ZuoFLLZZ25
    Author: Jiwei Zuo and
                  Junfu Fan and
                  Kuan Li and
                  Qingyun Liu and
                  Yuke Zhou and
                  Yi Zhang
    Title: Parallel CUDA-Based Optimization of the Intersection Calculation Process
                  in the Greiner-Hormann Algorithm
    Year: 2025
  Control: [CM] Corrupted metadata: DOI mismatch: 10.3390/a18030147 vs 10.3390/A18030147, Author corruption (similarity: 0.00)
    issues: ['DOI mismatch: 10.3390/a18030147 vs 10.3390/A18030147', 'Author corruption (similarity: 0.00)']
  Treatment: [PM] Perfect match with ground truth

Citation 13: Waern et al. 2023
  Ground Truth: DBLP:conf/assets/DuvalVSLW23
    Author: Jared Duval and
                  Laia Turmo Vidal and
                  Elena M{\'{a
    Title: Reimagining Machine Learning's Role in Assistive Technology by Co-Designing
                  Exergames with Children Using a Participatory Machine Learning Design
                  Probe
    Year: 2023
  Control: [CM] Corrupted metadata: Author corruption (similarity: 0.78)
    issues: ['Author corruption (similarity: 0.78)']
  Treatment: [NF] No BibTeX entry found in output file

Citation 14: bringing machine paper by Buxmann 2023
  Ground Truth: DBLP:journals/jais/PumplunPGB23
    Author: Luisa Pumplun and
                  Felix Peters and
                  Joshua F. Gawlitza and
                  Peter Buxmann
    Title: Bringing Machine Learning Systems into Clinical Practice: {A
    Year: 2023
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 15: Model and Data Management for...
  Ground Truth: DBLP:conf/bigdataconf/ZhengSCKPSMFK24
    Author: Weijian Zheng and
                  Hemant Sharma and
                  Ryan Chard and
                  Peter Kenesei and
                  Jun{-
    Title: Model and Data Management for Machine Learning {(M2ML):
    Year: 2024
  Control: [NF] No BibTeX entry found in output file
  Treatment: [NF] No BibTeX entry found in output file

Citation 16: Garc'{}a-Sanchez algori25
  Ground Truth: DBLP:journals/algorithms/LuqueHernandezAAG25
    Author: Francisco Javier Luque{-
    Title: A Comparison of Energy Consumption and Quality of Solutions in Evolutionary
                  Algorithms
    Year: 2025
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 17: Assigning Candidate Tutors to...
  Ground Truth: DBLP:journals/algorithms/KarousosPVV25
    Author: Nikos Karousos and
                  Despoina Pantazi and
                  George Vorvilas and
                  Vassilios S. Verykios
    Title: Assigning Candidate Tutors to Modules: {A
    Year: 2025
  Control: [NF] No BibTeX entry found in output file
  Treatment: [NF] No BibTeX entry found in output file

Citation 18: Triantafillou algori25
  Ground Truth: DBLP:journals/algorithms/MariettouKT25
    Author: Savina Mariettou and
                  Constantinos Koutsojannis and
                  Vassilios Triantafillou
    Title: Artificial Intelligence and Algorithmic Approaches of Health Security
                  Systems: {A
    Year: 2025
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 19: McShane's paper on hybrid machine from 2023
  Ground Truth: DBLP:conf/aaaiss/NirenburgKM23
    Author: Sergei Nirenburg and
                  Nikhil Krishnaswamy and
                  Marjorie McShane
    Title: Hybrid Machine Learning/Knowledge Base Systems Learning through Natural
                  Language Dialogue with Deep Learning Models
    Year: 2023
  Control: [PM] Perfect match with ground truth
  Treatment: [PM] Perfect match with ground truth

Citation 20: Tuma's paper on machine learning from 2025
  Ground Truth: DBLP:journals/cor/UzunogluGT25
    Author: Aykut Uzunoglu and
                  Christian Gahm and
                  Axel Tuma
    Title: Machine Learning based Algorithm Selection and Genetic Algorithms
                  for serial-batch scheduling
    Year: 2025
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 21: Chaki ieee25
  Ground Truth: DBLP:journals/access/GhoshC25
    Author: Ananya Ghosh and
                  Jyotismita Chaki
    Title: Fuzzy Enhanced Kidney Tumor Detection: Integrating Machine Learning
                  Operations for a Fusion of Twin Transferable Network and Weighted
                  Ensemble Machine Learning Classifier
    Year: 2025
  Control: [NF] No BibTeX entry found in output file
  Treatment: [NF] No BibTeX entry found in output file

Citation 22: Ethics in the Age of Algorithms:...
  Ground Truth: DBLP:journals/isj/GhasemaghaeiK25
    Author: Maryam Ghasemaghaei and
                  Nima Kordzadeh
    Title: Ethics in the Age of Algorithms: Unravelling the Impact of Algorithmic
                  Unfairness on Data Analytics Recommendation Acceptance
    Year: 2025
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 23: Yap ieee25
  Ground Truth: DBLP:journals/access/YeapETY25
    Author: Herrick Han Lin Yeap and
                  Kok Seng Eu and
                  Tee Hean Tan and
                  Kian Meng Yap
    Title: Neighboring Predictive Gradient Spatio-Temporal Sequencing Algorithm:
                  An Object Sequencing Algorithm for Logical Ordering of Sparse Object
                  Detections
    Year: 2025
  Control: [NF] No BibTeX entry found in output file
  Treatment: [NF] No BibTeX entry found in output file

Citation 24: Mohd's paper on textual criticism machine from 2022
  Ground Truth: DBLP:conf/icmlt/JonesRM22
    Author: Mason Jones and
                  Francesco Romano and
                  Abidalrahman Mohd
    Title: Machine Learning in Textual Criticism: An examination of the performance
                  of supervised machine learning algorithms in reconstructing the text
                  of the Greek New Testament
    Year: 2022
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 25: Dojer algori25
  Ground Truth: DBLP:journals/almob/CicherskiLD25
    Author: Adam Cicherski and
                  Anna Lisiecka and
                  Norbert Dojer
    Title: AlfaPang: alignment free algorithm for pangenome graph construction
    Year: 2025
  Control: [IM] Incomplete metadata: missing doi, pages
    missing: ['doi', 'pages']
  Treatment: [PM] Perfect match with ground truth

Citation 26: Lei's paper on rapidly-exploring random from 2025
  Ground Truth: DBLP:journals/algorithms/ZhaoTMSL25
    Author: Duo Zhao and
                  Qichao Tang and
                  Lei Ma and
                  Yongkui Sun and
                  Jieyu Lei
    Title: An Adaptive Rapidly-Exploring Random Trees Algorithm Based on Cross-Entropy
                  Optimization
    Year: 2025
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 27: Hei's paper on multi-objective decision-making from 2025
  Ground Truth: DBLP:journals/eaai/XieTMH25
    Author: Zhiwei Xie and
                  Zheng Tong and
                  Tao Ma and
                  Tianqing Hei
    Title: Multi-objective decision-making method for road network-level maintenance
                  plans based on Hadamard product and non-dominated sorting genetic
                  Algorithm-III algorithm
    Year: 2025
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 28: Testing a New "Decrypted"...
  Ground Truth: DBLP:journals/algorithms/Wallace23
    Author: Lance Wallace
    Title: Testing a New "Decrypted" Algorithm for Plantower Sensors Measuring
                  {PM2.5:
    Year: 2023
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 29: framework design paper on intelligent scheduling by Gan 2025
  Ground Truth: DBLP:journals/ir/HuXWYZG25
    Author: Heng Hu and
                  Xiaoming Xiong and
                  Shuang Wang and
                  Taidong Yan and
                  Yuancheng Zhang and
                  Shuang Gan
    Title: Framework design and empirical analysis of intelligent scheduling
                  system for high-altitude photovoltaic power generation based on mixed
                  optimization of long-nosed raccoon optimization algorithm and black
                  winged kite optimization algorithm {(COA-BKA)
    Year: 2025
  Control: [NF] No BibTeX entry found in output file
  Treatment: [NF] No BibTeX entry found in output file

Citation 30: that familiarity breeds paper by Wang
  Ground Truth: DBLP:journals/ijhci/HuW24
    Author: Junwen Hu and
                  Rui Wang
    Title: Familiarity Breeds Trust? The Relationship between Dating App Use
                  and Trust in Dating Algorithms via Algorithm Awareness and Critical
                  Algorithm Perceptions
    Year: 2024
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 31: exploring vulnerabilities paper by Voicu 2023
  Ground Truth: DBLP:conf/IEEEscc/AkterSIHKCV23
    Author: Mst. Shapna Akter and
                  Hossain Shahriar and
                  Iysa Iqbal and
                  Md Faruque Hossain and
                  M. A. Karim and
                  Victor Clincy and
                  Razvan Voicu
    Title: Exploring the Vulnerabilities of Machine Learning and Quantum Machine
                  Learning to Adversarial Attacks Using a Malware Dataset: {A
    Year: 2023
  Control: [CM] Corrupted metadata: Author corruption (similarity: 0.41)
    issues: ['Author corruption (similarity: 0.41)']
  Treatment: [NF] No BibTeX entry found in output file

Citation 32: algorithm computing paper by Kchikech 2025
  Ground Truth: DBLP:journals/algorithms/LoudikiK25
    Author: Laila Loudiki and
                  Mustapha Kchikech
    Title: A New Algorithm for Computing the Distance and the Diameter in Circulant
                  Graphs
    Year: 2025
  Control: [IA] Incomplete author list (honest incompleteness)
    author: Mustapha Kchikech and others
  Treatment: [PM] Perfect match with ground truth

Citation 33: marine predators algorithm paper by Islam 2025
  Ground Truth: DBLP:journals/algorithms/IslamRB25
    Author: Md Saiful Islam and
                  Tushar Kanti Roy and
                  Israt Jahan Bushra
    Title: Marine Predators Algorithm-Based Robust Composite Controller for Enhanced
                  Power Sharing and Real-Time Voltage Stability in {DC-AC
    Year: 2025
  Control: [CM] Corrupted metadata: Author corruption (similarity: 0.70)
    issues: ['Author corruption (similarity: 0.70)']
  Treatment: [PM] Perfect match with ground truth

Citation 34: breast cancer classification paper by Nassih 2025
  Ground Truth: DBLP:journals/algorithms/NassihB25
    Author: Rym Nassih and
                  Abdelaziz Berrado
    Title: Breast Cancer Classification Using an Adapted Bump-Hunting Algorithm
    Year: 2025
  Control: [CM] Corrupted metadata: Author corruption (similarity: 0.60)
    issues: ['Author corruption (similarity: 0.60)']
  Treatment: [PM] Perfect match with ground truth

Citation 35: Wang's paper on linear regression evolutionary from 2025
  Ground Truth: DBLP:journals/algorithms/MaSXW25
    Author: Junxia Ma and
                  Yongxuan Sang and
                  Yaoli Xu and
                  Bo Wang
    Title: A Linear Regression Prediction-Based Dynamic Multi-Objective Evolutionary
                  Algorithm with Correlations of Pareto Front Points
    Year: 2025
  Control: [CM] Corrupted metadata: Author corruption (similarity: 0.56)
    issues: ['Author corruption (similarity: 0.56)']
  Treatment: [PM] Perfect match with ground truth

Citation 36: Cabitza int25
  Ground Truth: DBLP:journals/ijmms/VicenteMFC25
    Author: Lucia Vicente and
                  Helena Matute and
                  Caterina Fregosi and
                  Federico Cabitza
    Title: Machine learning systems as mentors in human learning: {A
    Year: 2025
  Control: [NF] No BibTeX entry found in output file
  Treatment: [NF] No BibTeX entry found in output file

Citation 37: Hsu's paper on hair drawing from 2025
  Ground Truth: DBLP:journals/algorithms/ZhangFFSH25
    Author: Yue Zhang and
                  Nobuo Funabiki and
                  Erita Cicilia Febrianti and
                  Amang Sudarsono and
                  Chen{-
    Title: A Hair Drawing Evaluation Algorithm for Exactness Assessment Method
                  in Portrait Drawing Learning Assistant System
    Year: 2025
  Control: [CM] Corrupted metadata: DOI mismatch: 10.3390/a18030143 vs 10.3390/A18030143, Author corruption (similarity: 0.45)
    issues: ['DOI mismatch: 10.3390/a18030143 vs 10.3390/A18030143', 'Author corruption (similarity: 0.45)']
  Treatment: [PM] Perfect match with ground truth

Citation 38: changing landscape paper by Naik 2023
  Ground Truth: DBLP:conf/ukci/NaikN23a
    Author: Dishita Naik and
                  Nitin Naik
    Title: The Changing Landscape of Machine Learning: {A
    Year: 2023
  Control: [NF] No BibTeX entry found in output file
  Treatment: [NF] No BibTeX entry found in output file

Citation 39: hybrid algorithm paper on auvs task by Sun 2024
  Ground Truth: DBLP:conf/icarm/Ji0HCYZWGS24
    Author: Guanfeng Ji and
                  Zhuo Zhang and
                  Guan Huang and
                  Rongxin Cui and
                  Weisheng Yan and
                  Shouxu Zhang and
                  Yintao Wang and
                  Xinxin Guo and
                  Qi Sun
    Title: Hybrid Algorithm Research Based on Improved Genetic Algorithm and
                  Auction Algorithm for AUVs Task Allocation
    Year: 2024
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 40: the sa-net leveraging paper from 2025
  Ground Truth: DBLP:journals/algorithms/ShaoZLFJ25
    Author: Yuxiang Shao and
                  Longyang Zhou and
                  Xiang Li and
                  Chunsheng Feng and
                  Xinyu Jin
    Title: SA-Net: Leveraging Spatial Correlations Spatial-Aware Net for Multi-Perspective
                  Robust Estimation Algorithm
    Year: 2025
  Control: [NF] No BibTeX entry found in output file
  Treatment: [NF] No BibTeX entry found in output file

Citation 41: training algorithm paper by Carcangiu 2025
  Ground Truth: DBLP:journals/algorithms/CarcangiuM25
    Author: Sara Carcangiu and
                  Augusto Montisci
    Title: A Training Algorithm for Locally Recurrent Neural Networks Based on
                  the Explicit Gradient of the Loss Function
    Year: 2025
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 42: that robust client paper by Tamee
  Ground Truth: DBLP:journals/algorithms/SittijukPT25
    Author: Pramote Sittijuk and
                  Narin Petrot and
                  Kreangsak Tamee
    Title: Robust Client Selection Strategy Using an Improved Federated Random
                  High Local Performance Algorithm to Address High Non-IID Challenges
    Year: 2025
  Control: [CM] Corrupted metadata: DOI mismatch: 10.3390/a18020118 vs 10.3390/A18020118, Author corruption (similarity: 0.57)
    issues: ['DOI mismatch: 10.3390/a18020118 vs 10.3390/A18020118', 'Author corruption (similarity: 0.57)']
  Treatment: [PM] Perfect match with ground truth

Citation 43: Kameyama 2025
  Ground Truth: DBLP:journals/algorithms/ZhabinetsTLNMK25
    Author: Maxim Zhabinets and
                  Benjamin Tyler and
                  Martin Lukac and
                  Shinobu Nagayama and
                  Ferdinand Moln{\'{a
    Title: Synthetic Data-Based Algorithm Selection for Medical Image Classification
                  Under Limited Data Availability
    Year: 2025
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 44: Teede's paper on comparison machine from 2023
  Ground Truth: DBLP:journals/ijmi/BelstiMDMSET23
    Author: Yitayeh Belsti and
                  Lisa Moran and
                  Lan Du and
                  Aya Mousa and
                  Kushan De Silva and
                  Joanne Enticott and
                  Helena Teede
    Title: Comparison of machine learning and conventional logistic regression-based
                  prediction models for gestational diabetes in an ethnically diverse
                  population; the Monash {GDM
    Year: 2023
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 45: Karabatak et al. 2023
  Ground Truth: DBLP:conf/isdfs/OzpolatK23
    Author: Zeynep Ozpolat and
                  Murat Karabatak
    Title: Exploring the Potential of Quantum-Based Machine Learning: {A
    Year: 2023
  Control: [NF] No BibTeX entry found in output file
  Treatment: [NF] No BibTeX entry found in output file

Citation 46: exploring effects paper on literacy interventions by Yin 2022
  Ground Truth: DBLP:conf/iui/ChiangY22
    Author: Chun{-
    Title: Exploring the Effects of Machine Learning Literacy Interventions on
                  Laypeople's Reliance on Machine Learning Models
    Year: 2022
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 47: Chen's paper on two-stage stock machine from 2022
  Ground Truth: DBLP:journals/anor/JiangJCC22
    Author: Manrui Jiang and
                  Lifen Jia and
                  Zhensong Chen and
                  Wei Chen
    Title: The two-stage machine learning ensemble models for stock price prediction
                  by combining mode decomposition, extreme learning machine and improved
                  harmony search algorithm
    Year: 2022
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 48: Belhaouari 2025
  Ground Truth: DBLP:journals/algorithms/HamdiKMB25
    Author: Abdelouahed Hamdi and
                  Arezou Karimi and
                  Farshid Mehrdoust and
                  Samir Brahim Belhaouari
    Title: Comparative Analysis of Artificial Neural Networks and Evolutionary
                  Algorithms in DEA-{\(\beta\)
    Year: 2025
  Control: [NF] No BibTeX entry found in output file
  Treatment: [NF] No BibTeX entry found in output file

Citation 49: that pufferfish cost-aware paper by Kumar
  Ground Truth: DBLP:journals/idt/SivalingamK25
    Author: Saravanan Madderi Sivalingam and
                  P. Pavan Kumar
    Title: Pufferfish: Cost-aware based task scheduling algorithm using pufferfish
                  optimization algorithm in cloud computing
    Year: 2025
  Control: [IM] Incomplete metadata: missing pages
    missing: ['pages']
  Treatment: [PM] Perfect match with ground truth

Citation 50: Zogic et al. 2022
  Ground Truth: DBLP:journals/aghcs/RajasekarKSPZZ22
    Author: Vani Rajasekar and
                  Sathya Krishnamoorthi and
                  Muzafer Saracevic and
                  Dzenis Pepic and
                  Mahir Zajmovic and
                  Haris Zogic
    Title: Ensemble Machine Learning Methods to Predict the Balancing of Ayurvedic
                  Constituents in the Human Body Ensemble Machine Learning Methods to
                  Predict
    Year: 2022
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 51: Druchok et al. 2024
  Ground Truth: DBLP:journals/jcc/RovenchakD24
    Author: Andrij A. Rovenchak and
                  Maksym Druchok
    Title: Machine learning-assisted search for novel coagulants: When machine
                  learning can be efficient even if data availability is low
    Year: 2024
  Control: [IM] Incomplete metadata: missing doi
    missing: ['doi']
  Treatment: [PM] Perfect match with ground truth

Citation 52: Jin's paper on hipaco positioning from 2025
  Ground Truth: DBLP:journals/algorithms/ZhaoJ25
    Author: Yiying Zhao and
                  Baohua Jin
    Title: {HIPACO:
    Year: 2025
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 53: Rosenberg-Kima's paper on teaching machine from 2021
  Ground Truth: DBLP:conf/sigcse/MikeR21
    Author: Koby Mike and
                  Rinat B. Rosenberg{-
    Title: Teaching Machine Learning to Computer Science Preservice Teachers:
                  Human vs. Machine Learning
    Year: 2021
  Control: [IM] Incomplete metadata: missing doi
    missing: ['doi']
  Treatment: [PM] Perfect match with ground truth

Citation 54: sample size effects paper by Yang 2024
  Ground Truth: DBLP:journals/gandc/YangTLWGZMX24
    Author: Shilong Yang and
                  Jiayao Tan and
                  Danyuan Luo and
                  Yuzhou Wang and
                  Xu Guo and
                  Qiuyu Zhu and
                  Chuanming Ma and
                  Hanxiang Xiong
    Title: Sample size effects on landslide susceptibility models: {A
    Year: 2024
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 55: Roy's paper on beamforming optimization from 2025
  Ground Truth: DBLP:journals/iet-qtc/DharaAR25
    Author: Bidisha Dhara and
                  Monika Agrawal and
                  Sumantra Dutta Roy
    Title: Beamforming optimization via quantum algorithms using Variational
                  Quantum Eigensolver and Quantum Approximate Optimization Algorithm
    Year: 2025
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 56: Carrion et al. 2025
  Ground Truth: DBLP:conf/educon/AlatawiBKC25
    Author: Areej Alatawi and
                  Ebru Burcu and
                  Dimitris Kalogiros and
                  Jes{\'{u
    Title: Interactive Visual Learning in Machine Learning: {A
    Year: 2025
  Control: [NF] No BibTeX entry found in output file
  Treatment: [NF] No BibTeX entry found in output file

Citation 57: pendulum search paper by Aziz 2022
  Ground Truth: DBLP:journals/algorithms/AzizA22
    Author: Nor Azlina Bt Ab. Aziz and
                  Kamarulzaman Ab. Aziz
    Title: Pendulum Search Algorithm: An Optimization Algorithm Based on Simple
                  Harmonic Motion and Its Application for a Vaccine Distribution Problem
    Year: 2022
  Control: [IA] Incomplete author list (honest incompleteness)
    author: Kamarulzaman Ab. Aziz and others
  Treatment: [PM] Perfect match with ground truth

Citation 58: Baamonde-Lozano et al. 2021
  Ground Truth: DBLP:conf/kes/Mosqueira-ReyAB21
    Author: Eduardo Mosqueira{-
    Title: Integrating Iterative Machine Teaching and Active Learning into the
                  Machine Learning Loop
    Year: 2021
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 59: machine learning paper on job scheduling by Shen 2023
  Ground Truth: DBLP:journals/ton/WangLS23
    Author: Haoyu Wang and
                  Zetian Liu and
                  Haiying Shen
    Title: Machine Learning Feature Based Job Scheduling for Distributed Machine
                  Learning Clusters
    Year: 2023
  Control: [IM] Incomplete metadata: missing doi
    missing: ['doi']
  Treatment: [PM] Perfect match with ground truth

Citation 60: Achieving Tight O(4({
  Ground Truth: DBLP:journals/algorithmica/OprisLS25
    Author: Andre Opris and
                  Johannes Lengler and
                  Dirk Sudholt
    Title: Achieving Tight O(4\({
    Year: 2025
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 61: Stirbu's machine learning work from 2025
  Ground Truth: DBLP:journals/software/RaatikainenSRS25
    Author: Mikko Raatikainen and
                  Charalampos Souris and
                  Jukka J. Remes and
                  Vlad Stirbu
    Title: Machine Learning Lineage for Trustworthy Machine Learning Systems:
                  Information Framework for MLOps Pipelines
    Year: 2025
  Control: [IM] Incomplete metadata: missing doi
    missing: ['doi']
  Treatment: [PM] Perfect match with ground truth

Citation 62: Vakili et al. 2024
  Ground Truth: DBLP:journals/nca/YaghoubiYKV24
    Author: Elaheh Yaghoubi and
                  Elnaz Yaghoubi and
                  Ahmed Khamees and
                  Amir Hossein Vakili
    Title: A systematic review and meta-analysis of artificial neural network,
                  machine learning, deep learning, and ensemble learning approaches
                  in field of geotechnical engineering
    Year: 2024
  Control: [NF] No BibTeX entry found in output file
  Treatment: [NF] No BibTeX entry found in output file

Citation 63: Kelava et al. 2023
  Ground Truth: DBLP:journals/tmlr/KilianYK23
    Author: Pascal Kilian and
                  Sangbeak Ye and
                  Augustin Kelava
    Title: Mixed effects in machine learning - {A
    Year: 2023
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 64: review hybrid paper on vehicles classification by Li 2025
  Ground Truth: DBLP:journals/algorithms/PanZXPGLLMZL25
    Author: Yuede Pan and
                  Kaifeng Zhong and
                  Yubao Xie and
                  Mingzhang Pan and
                  Wei Guan and
                  Li Li and
                  Changye Liu and
                  Xingjia Man and
                  Zhiqing Zhang and
                  Mantian Li
    Title: A Review of Hybrid Vehicles Classification and Their Energy Management
                  Strategies: An Exploration of the Advantages of Genetic Algorithms
    Year: 2025
  Control: [IA] Incomplete author list (honest incompleteness)
    author: Author Unknown
  Treatment: [PM] Perfect match with ground truth

Citation 65: securing machine learning paper by Qayyum 2020
  Ground Truth: DBLP:journals/fdata/QayyumIUIQEA20
    Author: Adnan Qayyum and
                  Aneeqa Ijaz and
                  Muhammad Usama and
                  Waleed Iqbal and
                  Junaid Qadir and
                  Yehia Elkhatib and
                  Ala I. Al{-
    Title: Securing Machine Learning in the Cloud: {A
    Year: 2020
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 66: Landman's creati paper on unplugged decision
  Ground Truth: DBLP:conf/cmsc/LehnerL24
    Author: Lukas Lehner and
                  Martina Landman
    Title: Unplugged Decision Tree Learning - {A
    Year: 2024
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 67: Algorithmic Gossiping: sharing and non-sharing that...
  Ground Truth: DBLP:journals/ires/GaohuiWL25
    Author: Cao Gaohui and
                  Zhang Wen and
                  Puyi Liu
    Title: Algorithmic Gossiping: sharing and non-sharing that evolve algorithmic
                  imaginaries to folk theories
    Year: 2025
  Control: [CM] Corrupted metadata: Author corruption (similarity: 0.57)
    issues: ['Author corruption (similarity: 0.57)']
  Treatment: [PM] Perfect match with ground truth

Citation 68: Zou's detecting refactoring work from 2025
  Ground Truth: DBLP:journals/tosem/NoeiLZ25
    Author: Shayan Noei and
                  Heng Li and
                  Ying Zou
    Title: Detecting Refactoring Commits in Machine Learning Python Projects:
                  {A
    Year: 2025
  Control: [IM] Incomplete metadata: missing doi, pages
    missing: ['doi', 'pages']
  Treatment: [PM] Perfect match with ground truth

Citation 69: Taylor's paper on opioid use machine from 2025
  Ground Truth: DBLP:journals/jamia/SoleyRSXFT25
    Author: Nidhi Soley and
                  Ilia Rattsev and
                  Traci J. Speed and
                  Anping Xie and
                  Kadija S. Ferryman and
                  Casey Overby Taylor
    Title: Predicting postoperative chronic opioid use with fair machine learning
                  models integrating multi-modal data sources: a demonstration of ethical
                  machine learning in healthcare
    Year: 2025
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 70: Kaymak discre25
  Ground Truth: DBLP:journals/dmaa/OzgurUTK25
    Author: Nihal Yilmaz {\"{O
    Title: A new encoding/decoding algorithm via Fibonacci-Lucas tree diagrams
    Year: 2025
  Control: [NF] No BibTeX entry found in output file
  Treatment: [NF] No BibTeX entry found in output file

Citation 71: multi-objective weighted paper by Waele 2025
  Ground Truth: DBLP:journals/eaai/ChengW25
    Author: Jun Cheng and
                  Wim De Waele
    Title: Multi-objective weighted average algorithm: a novel algorithm for
                  multi-objective optimization problems and its application in engineering
                  problems
    Year: 2025
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 72: machine learning-oriented survey paper by Capogrosso 2024
  Ground Truth: DBLP:journals/access/CapogrossoCCFC24
    Author: Luigi Capogrosso and
                  Federico Cunico and
                  Dong Seon Cheng and
                  Franco Fummi and
                  Marco Cristani
    Title: A Machine Learning-Oriented Survey on Tiny Machine Learning
    Year: 2024
  Control: [CM] Corrupted metadata: DOI mismatch: 10.1109/ACCESS.2024.3367413 vs 10.1109/ACCESS.2024.3365349, Author corruption (similarity: 0.58)
    issues: ['DOI mismatch: 10.1109/ACCESS.2024.3367413 vs 10.1109/ACCESS.2024.3365349', 'Author corruption (similarity: 0.58)']
  Treatment: [PM] Perfect match with ground truth

Citation 73: Oncioiu et al. 2025
  Ground Truth: DBLP:journals/algorithms/IfrimO25
    Author: Ana Maria Ifrim and
                  Ionica Oncioiu
    Title: A Hybrid Numerical-Semantic Clustering Algorithm Based on Scalarized
                  Optimization
    Year: 2025
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 74: Sheth et al. 2020
  Ground Truth: DBLP:conf/aaaiss/KursuncuGS20
    Author: Ugur Kursuncu and
                  Manas Gaur and
                  Amit P. Sheth
    Title: Knowledge Infused Learning {(K-IL):
    Year: 2020
  Control: [NF] No BibTeX entry found in output file
  Treatment: [NF] No BibTeX entry found in output file

Citation 75: that test validation paper by Vietor
  Ground Truth: DBLP:journals/algorithms/WernerHGV22
    Author: Yannis Werner and
                  Tim van Hout and
                  Vijey Subramani Raja Gopalan and
                  Thomas Vietor
    Title: Test and Validation of the Surrogate-Based, Multi-Objective {GOMORS
    Year: 2022
  Control: [CM] Corrupted metadata: DOI mismatch: 10.3390/a15020046 vs 10.3390/A15020046
    issues: ['DOI mismatch: 10.3390/a15020046 vs 10.3390/A15020046']
  Treatment: [PM] Perfect match with ground truth

Citation 76: Benbouzid procee23
  Ground Truth: DBLP:conf/fat/Benbouzid23
    Author: Bilel Benbouzid
    Title: Fairness in machine learning from the perspective of sociology of
                  statistics: How machine learning is becoming scientific by turning
                  its back on metrological realism
    Year: 2023
  Control: [NF] No BibTeX entry found in output file
  Treatment: [NF] No BibTeX entry found in output file

Citation 77: that digital background paper by Meng
  Ground Truth: DBLP:journals/integration/YinLLSDCWLM25
    Author: Yongsheng Yin and
                  Long Li and
                  Jiashen Li and
                  Yukun Song and
                  Honghui Deng and
                  Hongmei Chen and
                  Luotian Wu and
                  Muqi Li and
                  Xu Meng
    Title: Digital background calibration algorithm for pipelined {ADC
    Year: 2025
  Control: [NF] No BibTeX entry found in output file
  Treatment: [NF] No BibTeX entry found in output file

Citation 78: Schmid's paper on batch-like online from 2021
  Ground Truth: DBLP:conf/aaaiss/000321
    Author: Thomas Schmid
    Title: Batch-like Online Learning for More Robust Hybrid Artificial Intelligence:
                  Deconstruction as a Machine Learning Process
    Year: 2021
  Control: [PM] Perfect match with ground truth
  Treatment: [PM] Perfect match with ground truth

Citation 79: Kukreja's machine learning work from 2024
  Ground Truth: DBLP:journals/mta/SakshiK24
    Author: Sakshi and
                  Vinay Kukreja
    Title: Machine learning and non-machine learning methods in mathematical
                  recognition systems: Two decades' systematic literature review
    Year: 2024
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 80: Hosseini et al. 2025
  Ground Truth: DBLP:journals/ijcisys/MaazalahiH25
    Author: Mahdieh Maazalahi and
                  Soodeh Hosseini
    Title: A Novel Hybrid Method Using Grey Wolf Algorithm and Genetic Algorithm
                  for IoT Botnet DDoS Attacks Detection
    Year: 2025
  Control: [NF] No BibTeX entry found in output file
  Treatment: [NF] No BibTeX entry found in output file

Citation 81: Lu's paper on clean energy storage from 2025
  Ground Truth: DBLP:journals/eninf/WangJSDL25
    Author: Xinhua Wang and
                  Yujie Jia and
                  Hao Su and
                  Hua Dang and
                  Songfu Lu
    Title: Optimal scheduling of clean energy storage and charging integrated
                  system by fusing {DE
    Year: 2025
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 82: that conduct rigorous paper by Satzger
  Ground Truth: DBLP:journals/cais/KuhlHBSS21
    Author: Niklas K{\"{u
    Title: How to Conduct Rigorous Supervised Machine Learning in Information
                  Systems Research: The Supervised Machine Learning Report Card
    Year: 2021
  Control: [IM] Incomplete metadata: missing doi
    missing: ['doi']
  Treatment: [PM] Perfect match with ground truth

Citation 83: Tejani comput25
  Ground Truth: DBLP:journals/computing/GhasemiT25
    Author: Arezoo Ghasemi and
                  Ghanshyam G. Tejani
    Title: A new optimization algorithm based on the integration of reinforcement
                  learning and {HHO
    Year: 2025
  Control: [NF] No BibTeX entry found in output file
  Treatment: [NF] No BibTeX entry found in output file

Citation 84: Total Outer-Independent Domination Number: Bounds...
  Ground Truth: DBLP:journals/algorithms/BoschIVS25
    Author: Paul Bosch and
                  Ernesto Parra Inza and
                  Ismael R{\'{\i
    Title: Total Outer-Independent Domination Number: Bounds and Algorithms
    Year: 2025
  Control: [IA] Incomplete author list (honest incompleteness)
    author: Author Unknown
  Treatment: [PM] Perfect match with ground truth

Citation 85: Cai's paper on gin-guided multiobjective from 2025
  Ground Truth: DBLP:journals/algorithms/LiLC25
    Author: Guangpeng Li and
                  Li Li and
                  Guoyong Cai
    Title: A GIN-Guided Multiobjective Evolutionary Algorithm for Robustness
                  Optimization of Complex Networks
    Year: 2025
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 86: Liu's paper on resilient cyber machine from 2021
  Ground Truth: DBLP:journals/comsur/OlowononiRL21
    Author: Felix O. Olowononi and
                  Danda B. Rawat and
                  Chunmei Liu
    Title: Resilient Machine Learning for Networked Cyber Physical Systems: {A
    Year: 2021
  Control: [IM] Incomplete metadata: missing doi, pages
    missing: ['doi', 'pages']
  Treatment: [PM] Perfect match with ground truth

Citation 87: Zdun's j paper on understandability machine
  Ground Truth: DBLP:journals/jss/NtentosWZ25
    Author: Evangelos Ntentos and
                  Stephen John Warnett and
                  Uwe Zdun
    Title: On the understandability of machine learning practices in deep learning
                  and reinforcement learning based systems
    Year: 2025
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 88: Hou's work on scoring functions machine from 2021
  Ground Truth: DBLP:journals/bib/ShenHWZZWYXCH21
    Author: Chao Shen and
                  Ye Hu and
                  Zhe Wang and
                  Xujun Zhang and
                  Haiyang Zhong and
                  Gaoang Wang and
                  Xiaojun Yao and
                  Lei Xu and
                  Dong{-
    Title: Can machine learning consistently improve the scoring power of classical
                  scoring functions? Insights into the role of machine learning in scoring
                  functions
    Year: 2021
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 89: Mallet et al. 2024
  Ground Truth: DBLP:conf/igarss/GuigalBCVBMM24
    Author: Baptiste Guigal and
                  Laurent Barthes and
                  Aymeric Chazottes and
                  Nicolas Viltard and
                  Erwan Le Bouar and
                  Emmanuel Moreau and
                  C{\'{e
    Title: Meta-Analysis of Rain Nowcasting Using Machine Learning and Non-Machine
                  Learning Models
    Year: 2024
  Control: [NF] No BibTeX entry found in output file
  Treatment: [NF] No BibTeX entry found in output file

Citation 90: improving k-means clustering paper by Pant 2025
  Ground Truth: DBLP:journals/algorithms/PantLR25
    Author: Yuv Raj Pant and
                  Larry Leigh and
                  Juliana Fajardo Rueda
    Title: Improving K-Means Clustering: {A
    Year: 2025
  Control: [CM] Corrupted metadata: DOI mismatch: 10.3390/a18080532 vs 10.3390/A18080532
    issues: ['DOI mismatch: 10.3390/a18080532 vs 10.3390/A18080532']
  Treatment: [PM] Perfect match with ground truth

Citation 91: Karmore intell25
  Ground Truth: DBLP:journals/idt/LichodeK25
    Author: Rupatai Lichode and
                  Swapnili P. Karmore
    Title: Comparative analysis of optimization algorithm-based training algorithms
                  for a few shot continual learning
    Year: 2025
  Control: [IM] Incomplete metadata: missing doi, pages
    missing: ['doi', 'pages']
  Treatment: [PM] Perfect match with ground truth

Citation 92: Human-Hendricks et al. 2023
  Ground Truth: DBLP:journals/access/EssaCH23
    Author: Saadia Gutta Essa and
                  Turgay {\c{C
    Title: Personalized Adaptive Learning Technologies Based on Machine Learning
                  Techniques to Identify Learning Styles: {A
    Year: 2023
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 93: Zhang's paper on improved a* algorithm from 2025
  Ground Truth: DBLP:journals/cor/LiuHWGZZ25
    Author: Na Liu and
                  Zihang Hu and
                  Min Wei and
                  Pengfei Guo and
                  Shuhan Zhang and
                  Aodi Zhang
    Title: Improved A* algorithm incorporating RRT* thought: {A
    Year: 2025
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 94: Trojovsky's ieee paper on zebra optimization
  Ground Truth: DBLP:journals/access/TrojovskaDT22
    Author: Eva Trojovsk{\'{a
    Title: Zebra Optimization Algorithm: {A
    Year: 2022
  Control: [CM] Corrupted metadata: DOI mismatch: 10.1109/ACCESS.2022.3172801 vs 10.1109/ACCESS.2022.3172789
    issues: ['DOI mismatch: 10.1109/ACCESS.2022.3172801 vs 10.1109/ACCESS.2022.3172789']
  Treatment: [PM] Perfect match with ground truth

Citation 95: Zhou's paper on fractional hopfield from 2017
  Ground Truth: DBLP:journals/tnn/PuYZ17
    Author: Yi{-
    Title: Fractional Hopfield Neural Networks: Fractional Dynamic Associative
                  Recurrent Neural Networks
    Year: 2017
  Control: [PM] Perfect match with ground truth
  Treatment: [PM] Perfect match with ground truth

Citation 96: that isoplot database paper by Tsai
  Ground Truth: DBLP:journals/biodb/NgHTT17
    Author: I{-
    Title: IsoPlot: a database for comparison of mRNA isoforms in fruit fly and
                  mosquitoes
    Year: 2017
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 97: Fan's paper on rice genomic database from 2019
  Ground Truth: DBLP:journals/biodb/MaoCCJSWKQYZCF19
    Author: Lingfeng Mao and
                  Meihong Chen and
                  Qinjie Chu and
                  Lei Jia and
                  Most Humaira Sultana and
                  Dongya Wu and
                  Xiangdong Kong and
                  Jie Qiu and
                  Chu{-
    Title: RiceRelativesGD: a genomic database of rice relatives for rice research
    Year: 2019
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 98: Group's paper on mouse genome community from 2017
  Ground Truth: DBLP:journals/nar/BlakeEKRSBG17
    Author: Judith A. Blake and
                  Janan T. Eppig and
                  James A. Kadin and
                  Joel E. Richardson and
                  Cynthia L. Smith and
                  Carol J. Bult and
                  The Mouse Genome Database Group
    Title: Mouse Genome Database {(MGD)-2017:
    Year: 2017
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 99: Jones's paper on phytochelatin database from 2019
  Ground Truth: DBLP:journals/biodb/DennisULMLGJ19
    Author: Kristine K. Dennis and
                  Karan Uppal and
                  Ken H. Liu and
                  Chunyu Ma and
                  Bill Liang and
                  Young{-
    Title: Phytochelatin database: a resource for phytochelatin complexes of
                  nutritional and environmental metals
    Year: 2019
  Control: [NF] No BibTeX entry found in output file
  Treatment: [PM] Perfect match with ground truth

Citation 100: supervised machine paper by Cukurova 2018
  Ground Truth: DBLP:journals/jcal/SpikolRDC18
    Author: Daniel Spikol and
                  Emanuele Ruffaldi and
                  Giacomo Dabisias and
                  Mutlu Cukurova
    Title: Supervised machine learning in multimodal learning analytics for estimating
                  success in project-based learning
    Year: 2018
  Control: [CM] Corrupted metadata: DOI mismatch: 10.1111/jcal.12263 vs 10.1111/JCAL.12263
    issues: ['DOI mismatch: 10.1111/jcal.12263 vs 10.1111/JCAL.12263']
  Treatment: [PM] Perfect match with ground truth

Citation 101: integrated national neuroaids paper by Fox 2019
  Ground Truth: DBLP:journals/biodb/HeithoffTLBGFDP19
    Author: Abigail J. Heithoff and
                  Steven A. Totusek and
                  Duc Le and
                  Lucas Barwick and
                  Gary Gensler and
                  Donald R. Franklin and
                  Allison C. Dye and
                  Sanjit Pandey and
                  Seth Sherman and
                  Chittibabu Guda and
                  Howard S. Fox
    Title: The integrated National NeuroAIDS Tissue Consortium database: a rich
                  platform for neuroHIV research
    Year: 2019
  Control: [CM] Corrupted metadata: DOI mismatch: 10.1093/database/bay134 vs 10.1093/DATABASE/BAY134
    issues: ['DOI mismatch: 10.1093/database/bay134 vs 10.1093/DATABASE/BAY134']
  Treatment: [PM] Perfect match with ground truth

Citation 102: Tosatto et al. 2018
  Ground Truth: DBLP:journals/biodb/NecciPT18
    Author: Marco Necci and
                  Damiano Piovesan and
                  Silvio C. E. Tosatto
    Title: Where differences resemble: sequence-feature analysis in curated databases
                  of intrinsically disordered proteins
    Year: 2018
  Control: [NF] No BibTeX entry found in output file
  Treatment: [NF] No BibTeX entry found in output file

Citation 103: Doppa 2018
  Ground Truth: DBLP:conf/aaai/HoagD18
    Author: Ellis Hoag and
                  Janardhan Rao Doppa
    Title: Bayesian Optimization Meets Search Based Optimization: {A
    Year: 2018
  Control: [NF] No BibTeX entry found in output file
  Treatment: [NF] No BibTeX entry found in output file

Citation 104: supervised machine online forums paper by Nian 2020
  Ground Truth: DBLP:journals/ile/WuHN20
    Author: Jiun{-
    Title: Using supervised machine learning on large-scale online forums to
                  classify course-related Facebook messages in predicting learning achievement
                  within the personal learning environment
    Year: 2020
  Control: [IM] Incomplete metadata: missing doi, pages
    missing: ['doi', 'pages']
  Treatment: [PM] Perfect match with ground truth


================================================================================
SUMMARY STATISTICS
================================================================================

Frequency Distribution:

Category   Description                    Control    Treatment 
----------------------------------------------------------------------
NF         Not Found                      67         26        
WP         Wrong Paper                    0          0         
FP         Fabricated Paper               0          0         
FM         Fabricated Metadata            0          0         
CM         Corrupted Metadata             18         0         
IA         Incomplete Author              4          0         
IM         Incomplete Metadata            12         0         
PM         Perfect Match                  3          78        
----------------------------------------------------------------------
TOTAL                                     104        104       

Key Metrics:
  Coverage Rate (found/104):
    Control:   37/104 = 35.6%
    Treatment: 78/104 = 75.0%

  Quality Rate (PM/found):
    Control:   3/37 = 8.1%
    Treatment: 78/78 = 100.0%
