{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":14,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":14,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"2c8956a0b977","filters":{"venue":"Journal of Industrial and Production Engineering"}},"results":[{"id":"W3189073312","doi":"10.1080/21681015.2021.1958937","title":"Assessing the influence of safety climate-related factors on safety performance using an Integrated Entropy-TOPSIS Approach","year":2021,"lang":"en","type":"article","venue":"Journal of Industrial and Production Engineering","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Psychosocial; Safety climate; TOPSIS; Entropy (arrow of time); Occupational safety and health; Business; Psychology; Operations research; Mathematics; Medicine","authors":[{"name":"Leila Omidi","is_ca":false},{"name":"Vahid Salehi","is_ca":true},{"name":"Seyed Abolfazl Zakerian","is_ca":false},{"name":"J Nasl Saraji","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1289061086556862,"gpt":0.4007556948784336,"spread":0.2718495862227474,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002485894,0.0001324834,0.0003114356,0.0001681065,0.0006050434,0.00002055357,0.0001052866,0.0002025388,0.00003706263],"category_scores_gemma":[0.001584891,0.00008565889,0.00005366527,0.0006067491,0.00004485891,0.0006012193,0.00003907705,0.001611104,7.501953e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002077324,"about_ca_system_score_gemma":0.0006974633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003610813,"about_ca_topic_score_gemma":9.618796e-7,"domain_scores_codex":[0.9976577,0.0004643232,0.001013927,0.0001624328,0.0003915411,0.0003100783],"domain_scores_gemma":[0.9980811,0.0004251784,0.0005030465,0.0001591238,0.0006849868,0.0001465567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0009624159,0.0001622598,0.1397402,0.0003783248,0.0000983994,0.000003738623,0.001556202,0.8254584,0.008000272,0.0003084029,0.00002526333,0.02330615],"study_design_scores_gemma":[0.003046387,0.0006765359,0.9126475,0.002955898,0.0001192843,0.0001696161,0.008144318,0.06238502,0.004283688,0.00002459086,0.005161654,0.0003854815],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975411,0.00008781123,0.0003471405,0.0004816482,0.001165096,0.0002652715,0.00001111448,0.00001279656,0.00008800104],"genre_scores_gemma":[0.9980893,0.0003984518,0.0007775503,0.00001793824,0.0006601134,0.000002459656,0.00001756656,0.00001386137,0.00002275176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7729073,"threshold_uncertainty_score":0.6999536,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387460972","doi":"10.1080/21681015.2023.2262467","title":"Development of a body of knowledge for design for disassembly and recycling of high-tech products: a case study on lithium-ion batteries","year":2023,"lang":"en","type":"article","venue":"Journal of Industrial and Production Engineering","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Terminology; Electronics; High tech; Circular economy; Computer science; Lithium (medication); Sustainable development; Manufacturing engineering; Risk analysis (engineering); Engineering management; Business; Engineering; Electrical engineering; Medicine","authors":[{"name":"Shady El Jalbout","is_ca":true},{"name":"Samira Keivanpour","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07786781789094194,"gpt":0.2844682710042661,"spread":0.2066004531133242,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001674004,0.00008815848,0.0002336369,0.000164928,0.00005014912,0.000008097795,0.00005067594,0.00004415685,6.352732e-7],"category_scores_gemma":[0.0004324542,0.00007194394,0.00002570396,0.0002387929,0.00002570458,0.0001142333,0.00003971429,0.00007795948,6.175832e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002690714,"about_ca_system_score_gemma":0.00001433442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001098234,"about_ca_topic_score_gemma":0.00000116099,"domain_scores_codex":[0.9991294,0.00002602531,0.0004974376,0.0001392172,0.0001178895,0.00009009841],"domain_scores_gemma":[0.9994465,0.0001060177,0.0002981732,0.00007607909,0.00004782504,0.0000254744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001220538,0.0006566634,0.002989913,0.0008413164,0.0002678889,0.00001269871,0.009363741,0.02710321,0.7925624,0.00003391779,0.001653858,0.1632939],"study_design_scores_gemma":[0.001315667,0.002155503,0.001720918,0.0005164873,0.00009817495,0.00006034801,0.002778769,0.0006856401,0.9890732,0.00007818281,0.001355194,0.0001619648],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988076,0.00002339071,0.01072515,0.0001285955,0.0003622168,0.0006649743,0.000001779639,0.00001513754,0.000002713735],"genre_scores_gemma":[0.9827494,0.0000253765,0.01695832,5.133535e-7,0.0001918121,0.00002446227,5.772208e-7,0.000009939068,0.00003958973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1965108,"threshold_uncertainty_score":0.2933789,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2745857165","doi":"10.1080/21681015.2017.1367728","title":"Utilizing six sigma to improve the processing time: a simulation study at an emergency department","year":2017,"lang":"en","type":"article","venue":"Journal of Industrial and Production Engineering","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Humber College","funders":"","keywords":"Triage; Emergency department; Six Sigma; Discrete event simulation; Computer science; Event (particle physics); Operations management; Medical emergency; Process (computing); Medicine; Simulation; Engineering; Nursing; Operating system","authors":[{"name":"Nabeel Mandahawi","is_ca":true},{"name":"Mohammed Shurrab","is_ca":false},{"name":"Sameh Al‐Shihabi","is_ca":false},{"name":"Abdallah A. Abdallah","is_ca":false},{"name":"Yousuf M. Alfarah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1295247700551733,"gpt":0.424199125229787,"spread":0.2946743551746138,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001856115,0.0001008241,0.000166362,0.00008718373,0.002004813,0.00005849075,0.0001110669,0.00009418781,0.00004242144],"category_scores_gemma":[0.001467461,0.00006932814,0.00002434882,0.00009838412,0.000008168229,0.0005111481,0.00005285792,0.0004328803,0.000003577102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001204744,"about_ca_system_score_gemma":0.0001317517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000280901,"about_ca_topic_score_gemma":0.0000265455,"domain_scores_codex":[0.998717,0.0001517372,0.000601658,0.0001561384,0.0001981476,0.0001753715],"domain_scores_gemma":[0.9987629,0.00004518827,0.0004453505,0.0002180526,0.0003982468,0.0001302556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002914563,0.0001478956,0.03019587,0.00005300469,0.00004788521,0.000003091199,0.008631652,0.8696275,0.00459217,0.00001611936,0.0003948635,0.08599843],"study_design_scores_gemma":[0.005180967,0.003783021,0.1074225,0.001132618,0.000338288,0.00004617755,0.01258189,0.8400205,0.001263294,0.00005251605,0.02726342,0.0009147729],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905344,0.00005760519,0.002650079,0.003374786,0.002438526,0.0008944542,0.00000200756,0.00001786202,0.00003030438],"genre_scores_gemma":[0.9958673,0.00001810077,0.00067897,0.00002082942,0.003068756,0.00002371217,0.000001911403,0.00001472595,0.0003057189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08508366,"threshold_uncertainty_score":0.9992945,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385953770","doi":"10.1080/21681015.2023.2242340","title":"Systematic comparison of digital maturity assessment models","year":2023,"lang":"en","type":"article","venue":"Journal of Industrial and Production Engineering","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal; École de Technologie Supérieure","funders":"","keywords":"Maturity (psychological); Computer science; Capability Maturity Model; Variety (cybernetics); Context (archaeology); Performance indicator; Impossibility; Data science; Process management; Artificial intelligence; Engineering; Business","authors":[{"name":"Bruno Cognet","is_ca":true},{"name":"Jean-Philippe Pernot","is_ca":false},{"name":"Louis Rivest","is_ca":true},{"name":"Christophe Danjou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05688466580820394,"gpt":0.2640954429106575,"spread":0.2072107771024535,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003733848,0.0001068284,0.0003345538,0.0002671454,0.00001923489,0.00006519064,0.0000772151,0.0001025516,0.000002751618],"category_scores_gemma":[0.0001020381,0.00009473575,0.0000606205,0.0003600229,0.00001363135,0.0009387693,0.00001113627,0.0003693878,0.000001688168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004549215,"about_ca_system_score_gemma":0.00002032685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.567875e-7,"about_ca_topic_score_gemma":3.25526e-8,"domain_scores_codex":[0.9988139,0.000009093534,0.0007441215,0.00005632437,0.0002595608,0.0001170413],"domain_scores_gemma":[0.9995612,0.00005700073,0.000148841,0.00007992119,0.00008864394,0.00006440922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000007115327,0.00001771845,0.0002583415,0.002223677,0.0001132681,0.000001637898,0.0002691818,0.9934663,0.0006545787,0.0003045582,0.001029838,0.00165379],"study_design_scores_gemma":[0.002236538,0.0004423097,0.000651498,0.0138403,0.0002913919,0.0005126224,0.004653404,0.9453437,0.02792734,0.001769127,0.001445806,0.0008859099],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805239,0.0003845772,0.01225191,0.000253543,0.004463242,0.0003485811,0.00002233677,0.0002520884,0.001499851],"genre_scores_gemma":[0.9993536,0.0000473831,0.0001839426,4.476591e-7,0.000365466,0.000003475681,0.00000307628,0.00001508143,0.0000275052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04812254,"threshold_uncertainty_score":0.3863212,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387453286","doi":"10.1080/21681015.2023.2263009","title":"Adaptive warehouse storage location assignment with considerations to order-picking efficiency and worker safety","year":2023,"lang":"en","type":"article","venue":"Journal of Industrial and Production Engineering","topic":"Advanced Manufacturing and Logistics Optimization","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Simulated annealing; Exploit; Warehouse; Order (exchange); Software; Mathematical optimization; Nonlinear system; Operations research; Algorithm; Mathematics; Computer security; Operating system","authors":[{"name":"Amir Zarinchang","is_ca":true},{"name":"Kevin Lee","is_ca":false},{"name":"Iman Avazpour","is_ca":false},{"name":"Jun Yang","is_ca":true},{"name":"Dongxing Zhang","is_ca":false},{"name":"George K. Knopf","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02600453581152955,"gpt":0.2082978830066279,"spread":0.1822933471950983,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002306175,0.00009632111,0.000121688,0.0001928386,0.00008287669,0.00003507275,0.00001981384,0.00004816384,0.000002772217],"category_scores_gemma":[0.0002844904,0.00008242998,0.000008470294,0.0003218924,0.00001282583,0.0001685214,0.00001026489,0.0002031358,7.115859e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006120772,"about_ca_system_score_gemma":0.00002298967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001632693,"about_ca_topic_score_gemma":0.000001292067,"domain_scores_codex":[0.9994549,0.0000104567,0.0002115811,0.00009606557,0.0001157305,0.0001113384],"domain_scores_gemma":[0.999656,0.00005785374,0.00005375889,0.0000553555,0.0001062275,0.00007078188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003001511,0.000004593715,0.00003633635,0.00000865603,0.00002256662,0.000004189876,0.0003060634,0.9948503,0.0002135482,0.00006542979,0.0001617295,0.004296534],"study_design_scores_gemma":[0.003590771,0.001594597,0.004817685,0.001535732,0.0002335119,0.0006600529,0.00207215,0.9598001,0.01670196,0.0004631435,0.007246258,0.001284002],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07580952,0.0001381222,0.9224949,0.0004507719,0.0007951449,0.0001644343,0.000001910953,0.0001276048,0.00001753008],"genre_scores_gemma":[0.9896844,0.0001183824,0.009736368,0.000005446156,0.0004076526,0.000003955625,0.000001572852,0.0000172679,0.00002495838],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9138749,"threshold_uncertainty_score":0.3361397,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391841466","doi":"10.1080/21681015.2024.2315942","title":"Adopting construction 4.0 to promote sustainability in the Mekong Delta of Vietnam: a fuzzy delphi study","year":2024,"lang":"en","type":"article","venue":"Journal of Industrial and Production Engineering","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Sustainability; Context (archaeology); Business; Delphi method; Knowledge management; Process (computing); Delphi; Process management; Critical success factor; Analytic hierarchy process; Mekong delta; Computer science; Operations research; Engineering; Geography","authors":[{"name":"Tin Huynh-Xuan","is_ca":false},{"name":"Thuy Ngo-Thanh","is_ca":false},{"name":"Duy Tân Nguyên","is_ca":true},{"name":"An Duong Thi Binh","is_ca":false},{"name":"Huong Le Thi Cam","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08061985205386069,"gpt":0.3436185682717553,"spread":0.2629987162178946,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007636267,0.00009881454,0.0002207365,0.0007722286,0.00006670466,0.000181964,0.0002078148,0.00004673109,0.00001296823],"category_scores_gemma":[0.002984371,0.0000621957,0.0000599718,0.001844776,0.00003303355,0.0005910025,0.00005321024,0.0003948963,7.370084e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005800622,"about_ca_system_score_gemma":0.0001023005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001694178,"about_ca_topic_score_gemma":0.000009364489,"domain_scores_codex":[0.9980512,0.0001181361,0.0008867967,0.0002029968,0.0006155482,0.000125324],"domain_scores_gemma":[0.9990415,0.0001693839,0.0002106371,0.0001659953,0.0003724961,0.0000399966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001767567,0.00006727343,0.02434591,0.00005508487,0.00005348606,0.00001671252,0.00738112,0.03256658,0.0002495001,0.0005858342,0.0005981722,0.9339036],"study_design_scores_gemma":[0.00794881,0.007840565,0.1168535,0.003053471,0.0007916548,0.005392676,0.3821597,0.04231913,0.00364797,0.01409525,0.4137734,0.002123903],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920161,0.000146119,0.001415226,0.003669076,0.00222052,0.0004851265,0.000001006194,0.0000118877,0.00003492024],"genre_scores_gemma":[0.9983892,0.00001644424,0.0008131345,0.000005290292,0.0007377689,0.000006042806,1.441335e-7,0.000004674359,0.00002724418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9317797,"threshold_uncertainty_score":0.3572787,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2990948846","doi":"10.1080/21681015.2019.1692917","title":"A unique mathematical programming algorithm for performance optimization of organizational indicators in manufacturing sector","year":2019,"lang":"en","type":"article","venue":"Journal of Industrial and Production Engineering","topic":"Efficiency Analysis Using DEA","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Data envelopment analysis; Computer science; Algorithm; Fuzzy logic; Production (economics); Investment (military); Set (abstract data type); Fuzzy set; Mathematical optimization; Data mining; Mathematics; Artificial intelligence; Economics","authors":[{"name":"Mohammad Javad Merati","is_ca":false},{"name":"Vahid Salehi","is_ca":true},{"name":"Azam Rafiei","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03439160280356902,"gpt":0.2737893372316187,"spread":0.2393977344280497,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002494736,0.00007837015,0.0002585514,0.001008907,0.00002913115,0.00004438976,0.0001326477,0.00008259671,0.00004474246],"category_scores_gemma":[0.001496981,0.00005988557,0.00004843613,0.001032534,0.00001869464,0.0003310966,0.0000200794,0.0001882816,7.053137e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004210894,"about_ca_system_score_gemma":0.00007118436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.254183e-7,"about_ca_topic_score_gemma":9.120748e-8,"domain_scores_codex":[0.9985023,0.00003360165,0.0007549914,0.0001423503,0.0004619754,0.000104843],"domain_scores_gemma":[0.9989524,0.0002206308,0.0004667975,0.0000924365,0.0002280218,0.00003966653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002371412,0.00004168325,0.004657972,0.00002350374,0.00001898705,3.980769e-7,0.0002315496,0.9368162,0.0005380099,0.00006916499,0.00001282939,0.05756598],"study_design_scores_gemma":[0.001223623,0.0003376139,0.001342923,0.0003954252,0.00004322479,0.0001085439,0.0003570949,0.9407394,0.05381793,0.0003490122,0.001073447,0.0002117625],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8241157,0.00002702209,0.1750517,0.0001659264,0.0004442087,0.0001791583,0.000001049989,0.000005542858,0.000009707667],"genre_scores_gemma":[0.9448865,0.00001060185,0.05469546,0.000002676169,0.0003429338,0.000001901158,0.000001109997,0.000008987743,0.0000498181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1207708,"threshold_uncertainty_score":0.2442063,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401668912","doi":"10.1080/21681015.2024.2389963","title":"Fuzzy expert system for ergonomic assembly line worker assignment and balancing problem under uncertainty","year":2024,"lang":"en","type":"article","venue":"Journal of Industrial and Production Engineering","topic":"Assembly Line Balancing Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"SAFER; Fuzzy logic; Computer science; Constructive; Heuristic; Task (project management); Industrial engineering; Process (computing); Engineering; Artificial intelligence; Systems engineering","authors":[{"name":"Elham Ghorbani","is_ca":true},{"name":"Samira Keivanpour","is_ca":true},{"name":"Firdaous Sekkay","is_ca":true},{"name":"Daniel Imbeau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01804701979587444,"gpt":0.2233666443195113,"spread":0.2053196245236368,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005790124,0.0001692712,0.0002521467,0.0002001574,0.00004873495,0.0001148426,0.00004411779,0.000129251,0.000001025776],"category_scores_gemma":[0.00006669642,0.0001473394,0.00005007273,0.0001629598,0.000007998674,0.0003157973,0.00001339584,0.0002888475,4.428334e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000260506,"about_ca_system_score_gemma":0.00004520967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003237426,"about_ca_topic_score_gemma":7.532922e-7,"domain_scores_codex":[0.9990776,0.00001389667,0.000453245,0.0001581369,0.0001204227,0.0001767438],"domain_scores_gemma":[0.9996262,0.00007658857,0.00007330215,0.00006902211,0.00006912071,0.00008583279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003234252,0.000004977322,0.0000230541,0.0001955829,0.0001091018,0.000002467787,0.0001404658,0.9695692,0.01660066,0.0001590437,0.001008779,0.01215433],"study_design_scores_gemma":[0.001219971,0.0002440941,0.00008936055,0.00273117,0.0001454622,0.0004456036,0.0005633222,0.9680651,0.01412024,0.00007781786,0.01183675,0.0004610749],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5565091,0.00916223,0.4193601,0.001550595,0.01201701,0.0007731808,0.00000954914,0.0005285639,0.00008966513],"genre_scores_gemma":[0.9898215,0.0002789283,0.005892175,0.000004532377,0.003894548,0.00001681937,0.000003735723,0.00004670522,0.00004107089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4333124,"threshold_uncertainty_score":0.6008326,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407001926","doi":"10.1080/21681015.2025.2453570","title":"Consignment stock partnership in multi-vendor multi-buyers supply chains","year":2025,"lang":"en","type":"article","venue":"Journal of Industrial and Production Engineering","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Moncton","funders":"","keywords":"Consignment; Vendor; Supply chain; General partnership; Business; Vendor-managed inventory; Stock (firearms); Supply chain management; Operations management; Plan (archaeology); Industrial organization; Computer science; Marketing; Finance; Economics","authors":[{"name":"Ibrahim Najum","is_ca":true},{"name":"Nabil Nahas","is_ca":true},{"name":"Mohammed Abouheaf","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07823212438631559,"gpt":0.2579878794908682,"spread":0.1797557551045526,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000810613,0.0001474873,0.0002288441,0.0006831196,0.00005725984,0.00009906353,0.0001064577,0.00007622145,0.00003584732],"category_scores_gemma":[0.0003963379,0.0001341887,0.00006207719,0.0004261007,0.00002457756,0.0005342662,0.00005899404,0.0003267973,0.000003100459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008869673,"about_ca_system_score_gemma":0.00003045539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004345625,"about_ca_topic_score_gemma":0.00001416925,"domain_scores_codex":[0.9989995,0.00001450487,0.0004563192,0.0001664859,0.0001634731,0.00019967],"domain_scores_gemma":[0.9995816,0.00002292176,0.0001986914,0.00009543227,0.00008142625,0.00001990958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001651189,0.0022783,0.4040197,0.002003955,0.001160311,0.0002825587,0.001907926,0.3031264,0.01440677,0.02530199,0.1342046,0.1096563],"study_design_scores_gemma":[0.02103695,0.0001820725,0.04400088,0.002847263,0.0003784266,0.00004792148,0.0045056,0.1215508,0.004517344,0.0003072562,0.7993641,0.001261401],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9608699,0.001072279,0.005905539,0.01481771,0.01522805,0.001167974,0.000001716068,0.0001060503,0.0008307771],"genre_scores_gemma":[0.9961413,0.00005518278,0.0003417079,0.000215369,0.001671421,0.00001167255,0.000002448898,0.00001306942,0.001547816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6651595,"threshold_uncertainty_score":0.5472057,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403315844","doi":"10.1080/21681015.2024.2411973","title":"Minimizing the sum of earliness and tardiness in the multi-factory two-stage assembly scheduling problem","year":2024,"lang":"en","type":"article","venue":"Journal of Industrial and Production Engineering","topic":"Scheduling and Optimization Algorithms","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Tardiness; Scheduling (production processes); Factory (object-oriented programming); Computer science; Mathematical optimization; Operations management; Stage (stratigraphy); Due date; Operations research; Job shop scheduling; Mathematics; Engineering; Schedule; Operating system; Programming language","authors":[{"name":"Hamed Kazemi","is_ca":true},{"name":"Mustapha Nourelfath","is_ca":true},{"name":"Michel Gendreau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0378802134326053,"gpt":0.2512976840516949,"spread":0.2134174706190896,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001378852,0.0001165889,0.0001750079,0.0001962911,0.00004044781,0.00009131675,0.0000906345,0.00007241638,0.000002351759],"category_scores_gemma":[0.000239011,0.00007211228,0.00004018815,0.0003727153,0.00002391696,0.0002535018,0.00001364927,0.0005641343,1.393146e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002687369,"about_ca_system_score_gemma":0.00003726842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008984266,"about_ca_topic_score_gemma":0.000001899524,"domain_scores_codex":[0.999168,0.00003594148,0.0003950743,0.00009560771,0.0001873653,0.0001180568],"domain_scores_gemma":[0.9996169,0.0001247064,0.00006530673,0.00007587922,0.00008494164,0.00003229965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001074807,0.000009081368,0.0002949132,0.0001131971,0.00004554857,0.000006160267,0.001049394,0.987664,0.002826838,0.00005319082,0.00002565772,0.007901267],"study_design_scores_gemma":[0.0009400916,0.00004825147,0.000555653,0.0008520284,0.00006683666,0.0002367078,0.001817243,0.9863535,0.006947527,0.00001306848,0.001964001,0.0002051416],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572626,0.00497702,0.0340468,0.0008910031,0.002568769,0.000179738,0.000003883597,0.00005245115,0.00001771755],"genre_scores_gemma":[0.9874195,0.0003316814,0.0110418,0.000004804752,0.001159917,0.000004059802,7.917431e-7,0.0000203275,0.00001706686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03015694,"threshold_uncertainty_score":0.2940654,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413603396","doi":"10.1080/21681015.2025.2548441","title":"A scenario-based approach for a green aggregate production planning in a multi-site manufacturing system with workforce transferring","year":2025,"lang":"en","type":"article","venue":"Journal of Industrial and Production Engineering","topic":"Advanced Manufacturing and Logistics Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Aggregate planning; Production (economics); Workforce; Production planning; Aggregate (composite); Workforce planning; Computer science; Business; Operations management; Manufacturing engineering; Process management; Engineering; Economics; Microeconomics; Economic growth","authors":[{"name":"Hossein Choopani Asgarabad","is_ca":false},{"name":"Mohammad Hossein Jafari-Raddani","is_ca":false},{"name":"Mahsa Zokaee","is_ca":true},{"name":"Oğuz Torağay","is_ca":false},{"name":"Masoud Rabbani","is_ca":false},{"name":"Amir Aghsami","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03338472208321493,"gpt":0.230535374503982,"spread":0.1971506524207671,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003725755,0.0001873416,0.0002771142,0.0004792278,0.00006958259,0.0000367816,0.00006132764,0.0001139364,1.739567e-7],"category_scores_gemma":[0.00007862371,0.000165699,0.00004197688,0.0002366083,0.0000154458,0.0002450718,0.000005822178,0.0004155353,3.839621e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001677822,"about_ca_system_score_gemma":0.00003010425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008729907,"about_ca_topic_score_gemma":0.000002518822,"domain_scores_codex":[0.9990783,0.00001442366,0.0004024519,0.0001898023,0.0001076566,0.0002073393],"domain_scores_gemma":[0.9996684,0.00003134944,0.0000955,0.00009481308,0.00006100578,0.00004889389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002409247,0.00001741349,0.0002788583,0.0004936001,0.00004287104,0.000004308492,0.0002012162,0.9910215,0.0009057774,0.00001715125,0.000009355908,0.006766985],"study_design_scores_gemma":[0.002644934,0.0001102818,0.0002975711,0.002716844,0.00008621345,0.0001014632,0.0003198576,0.9342281,0.05868524,0.000006842663,0.0004935427,0.0003090897],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1610698,0.0003713681,0.8372526,0.0000735236,0.0007410136,0.0003628916,0.000001822711,0.0001086484,0.00001835041],"genre_scores_gemma":[0.9620759,0.00002678563,0.03737553,0.000002338169,0.000413255,0.00002873846,0.000005075441,0.00002848916,0.00004383895],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8010061,"threshold_uncertainty_score":0.6757011,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410282325","doi":"10.1080/21681015.2025.2498661","title":"Heterogeneous products allocation in a warehouse – case study in the automobile industry","year":2025,"lang":"en","type":"article","venue":"Journal of Industrial and Production Engineering","topic":"Advanced Manufacturing and Logistics Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Warehouse; Automotive industry; Business; Operations management; Computer science; Process management; Industrial organization; Manufacturing engineering; Operations research; Database; Marketing; Engineering","authors":[{"name":"P C Chan Albert","is_ca":true},{"name":"Mikael Rönnqvist","is_ca":true},{"name":"Nadia Lehoux","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02502262288847424,"gpt":0.2474583935083453,"spread":0.222435770619871,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005566853,0.00009999255,0.0001412903,0.0003201806,0.00002866598,0.0000297958,0.00006476171,0.0001099243,8.788773e-7],"category_scores_gemma":[0.0003192764,0.00007975529,0.00001351249,0.000435727,0.000009154306,0.0001552017,0.00001021965,0.0007053149,9.707381e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007943585,"about_ca_system_score_gemma":0.00002802195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002241556,"about_ca_topic_score_gemma":0.0000203134,"domain_scores_codex":[0.9993096,0.00003835338,0.0003534176,0.0001005298,0.00008876829,0.0001093311],"domain_scores_gemma":[0.999735,0.00004210646,0.00005356828,0.0001056533,0.00004503834,0.00001863245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001412216,0.0000592069,0.0009549009,0.00002349907,0.00001387906,0.0002050756,0.0007771656,0.9929163,0.0001085705,0.000007994802,0.00008942281,0.004829835],"study_design_scores_gemma":[0.02776427,0.003671979,0.02352986,0.003949977,0.0008327281,0.04940817,0.05490242,0.7114014,0.0974491,0.001268712,0.02185411,0.003967301],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955909,0.000260229,0.002469445,0.0002944983,0.001035783,0.0003041244,4.330236e-7,0.00003364037,0.00001095681],"genre_scores_gemma":[0.9992493,0.00004936962,0.0003307251,0.000005658885,0.00032945,0.00001337602,5.220518e-7,0.000009151221,0.00001248235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2815149,"threshold_uncertainty_score":0.3252326,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411309638","doi":"10.1080/21681015.2025.2514024","title":"An integrated control policy for cost and waste minimization in unreliable hybrid manufacturing-remanufacturing systems","year":2025,"lang":"en","type":"article","venue":"Journal of Industrial and Production Engineering","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Remanufacturing; Minification; Control (management); Computer science; Operations management; Business; Manufacturing engineering; Mathematical optimization; Reliability engineering; Mathematics; Engineering; Artificial intelligence","authors":[{"name":"M. Assid","is_ca":true},{"name":"Ali Gharbi","is_ca":true},{"name":"Robert Pellerin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01095461749910661,"gpt":0.2157681886458123,"spread":0.2048135711467057,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008122512,0.000147556,0.0002553443,0.001139187,0.00007961953,0.0002820489,0.00008596446,0.00006326034,0.000002320311],"category_scores_gemma":[0.0005548978,0.0001331918,0.00002835384,0.0002867951,0.00001383104,0.0009841337,0.00002735338,0.0002048729,1.637379e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000133433,"about_ca_system_score_gemma":0.00004375896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002378571,"about_ca_topic_score_gemma":0.000004572228,"domain_scores_codex":[0.9990565,0.00001335761,0.0004366439,0.0001743305,0.0001117786,0.0002073782],"domain_scores_gemma":[0.9994521,0.00004853178,0.0002348972,0.00008903124,0.0001559572,0.00001953187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003292794,0.00003991365,0.001361438,0.0005123287,0.00007222522,0.000008312549,0.00003214408,0.9696888,0.0003457568,0.001044495,0.001455326,0.02511002],"study_design_scores_gemma":[0.01495288,0.0002110999,0.002561157,0.002512716,0.0004067204,0.00007324874,0.00631631,0.6038691,0.0126675,0.001348875,0.3541613,0.0009191495],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9432185,0.0003496803,0.04655841,0.004497776,0.003742777,0.001494746,0.000003782808,0.00005874663,0.00007560901],"genre_scores_gemma":[0.9965675,0.0000330215,0.0001417916,0.00007511438,0.002985792,0.00002331124,0.000006838235,0.00001555081,0.0001511173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3658197,"threshold_uncertainty_score":0.5431404,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409832537","doi":"10.1080/21681015.2025.2483755","title":"Coordination contracts for a dual-channel green supply chain with demand disruption","year":2025,"lang":"en","type":"article","venue":"Journal of Industrial and Production Engineering","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec","funders":"","keywords":"Dual (grammatical number); Channel coordination; Business; Supply chain; Channel (broadcasting); Industrial organization; Operations management; Supply chain management; Computer science; Computer network; Economics; Marketing","authors":[{"name":"Mohammad Yavari","is_ca":true},{"name":"Kavian Rahmani","is_ca":false},{"name":"Armin Jabbarzadeh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01333375164177694,"gpt":0.2076559744341311,"spread":0.1943222227923541,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008915894,0.0001237585,0.0001881807,0.000554049,0.0001037796,0.0001379455,0.00005167563,0.0000653696,0.000005364312],"category_scores_gemma":[0.0004481796,0.0001022389,0.00004046773,0.0004001062,0.00001527674,0.000894884,0.00002796183,0.0001593358,3.722727e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006413996,"about_ca_system_score_gemma":0.00002632244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000522795,"about_ca_topic_score_gemma":0.000007702996,"domain_scores_codex":[0.9992455,0.000006821939,0.0002979491,0.0001388674,0.0001486683,0.0001622543],"domain_scores_gemma":[0.9992776,0.00003477936,0.0002587011,0.00006732507,0.0003486657,0.00001294237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005643969,0.0005421435,0.01492449,0.003352883,0.001550594,0.0001226618,0.0006834772,0.5887174,0.008243777,0.04771763,0.06461965,0.2638813],"study_design_scores_gemma":[0.02276968,0.000729416,0.01438472,0.002874548,0.001641991,0.0002005181,0.005459951,0.1805862,0.00354858,0.01243293,0.7538905,0.001480941],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8439775,0.0005263507,0.09049373,0.05782214,0.004762989,0.001971635,0.000002942888,0.0001111117,0.0003315796],"genre_scores_gemma":[0.9947965,0.00001343895,0.0002106813,0.0001085086,0.003950609,0.00002369817,0.000006448299,0.000014465,0.0008756702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6892709,"threshold_uncertainty_score":0.4169181,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}