{"meta":{"query_hash":"3a836a2dbb83","filters":{"venue":"American Journal of Industrial and Business Management"},"cohort_total":26,"direct_labels_cover":0,"predictions_cover":26,"exported":26,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/3a836a2dbb83","api":"https://metacan.xera.ac/api/v1/cohort?venue=American+Journal+of+Industrial+and+Business+Management"},"results":[{"id":"W1600555817","doi":"10.4236/ajibm.2015.55027","title":"The Monitoring Role of Financial Analysts: An International Evidence","year":2015,"lang":"en","type":"article","venue":"American Journal of Industrial and Business Management","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Rimouski; Université du Québec à Montréal; Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Business; Finance; Accounting","score_opus":0.03387525486619955,"score_gpt":0.25319997771020913,"score_spread":0.21932472284400958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1600555817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8369087,0.043482732,0.001336553,0.0066938577,0.00013470773,0.000040254152,0.00079936587,0.00003521385,0.110568635],"genre_scores_gemma":[0.99228656,0.005810044,0.00036531288,0.00035951205,0.00014536521,0.0000047974927,0.0002323439,0.0000085134525,0.00078756624],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99728155,0.0010581458,0.00021032985,0.00046266677,0.0007335043,0.0002537328],"domain_scores_gemma":[0.92877555,0.030201169,0.032373663,0.003300971,0.004226514,0.0011221224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046165106,0.0003806371,0.00032827366,0.0021753944,0.00046965067,0.0027599812,0.00048799271,0.00069514866,0.0036979073],"category_scores_gemma":[0.022805378,0.00016425029,0.00027392007,0.0031640637,0.0012612519,0.0019609,0.0010360748,0.0009962384,0.00051160716],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014912643,0.00035805005,0.76903933,0.0011244369,0.0008947172,0.00070187653,0.0033972738,0.00072312995,0.0022899737,0.01294319,0.0051099095,0.20192689],"study_design_scores_gemma":[0.000120153316,0.00039124218,0.9367427,0.0013422563,0.001069068,0.00089765294,0.003531297,0.00081994006,0.004063411,0.0022950096,0.048676282,0.00005092495],"about_ca_topic_score_codex":0.004232681,"about_ca_topic_score_gemma":0.0035102007,"teacher_disagreement_score":0.0046165106,"about_ca_system_score_codex":0.00056362915,"about_ca_system_score_gemma":0.0004953657,"threshold_uncertainty_score":0.024414778},"labels":[],"label_agreement":null},{"id":"W2022596613","doi":"10.4236/ajibm.2013.31013","title":"Forming Trust in E-Mentoring: A Research Agenda","year":2013,"lang":"en","type":"article","venue":"American Journal of Industrial and Business Management","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Department of National Defence; University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Popularity; Phenomenon; Public relations; Knowledge management; Business; Psychology; Cultural phenomenon; Sociology; Political science; Social psychology; Computer science","score_opus":0.13172395442748605,"score_gpt":0.3686726927313557,"score_spread":0.23694873830386967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022596613","genre_codex":"commentary","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17021492,0.16094679,0.017212808,0.5560726,0.002071621,0.0006845744,0.00027011646,0.00006330224,0.09246326],"genre_scores_gemma":[0.8627607,0.11510234,0.008453123,0.00789742,0.0011990016,0.000499404,0.00015624095,0.000020067695,0.0039116377],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9904688,0.00628944,0.00030476187,0.00055157486,0.0010122812,0.0013732233],"domain_scores_gemma":[0.89769655,0.07188701,0.0075775688,0.002325262,0.01108079,0.00943291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019011356,0.0005223814,0.0012968589,0.0015539763,0.0041895164,0.013570412,0.0023274503,0.0056620794,0.00915106],"category_scores_gemma":[0.038832564,0.0005436984,0.0006943181,0.0039727413,0.0077613555,0.021765744,0.003846161,0.00565379,0.0007024314],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037999975,0.0023883258,0.06312443,0.0063387468,0.0002774713,0.0016347577,0.0512754,0.0012012749,0.0005296921,0.6010536,0.019680485,0.2521158],"study_design_scores_gemma":[0.00015099539,0.0008664596,0.0886606,0.019484183,0.00036112123,0.0018129682,0.29419893,0.0070684827,0.0010157368,0.4641046,0.12201817,0.00025778334],"about_ca_topic_score_codex":0.009672011,"about_ca_topic_score_gemma":0.01060427,"teacher_disagreement_score":0.019011356,"about_ca_system_score_codex":0.007127527,"about_ca_system_score_gemma":0.017216489,"threshold_uncertainty_score":0.1005429},"labels":[],"label_agreement":null},{"id":"W2064032981","doi":"10.4236/ajibm.2014.41006","title":"Introduction of Innovative Equipment in Mining: Impact on Productivity","year":2014,"lang":"en","type":"article","venue":"American Journal of Industrial and Business Management","topic":"Mining Techniques and Economics","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Université du Québec en Abitibi-Témiscamingue","funders":"Fonds de recherche du Québec – Nature et technologies; Fondation de l’Université du Québec en Abitibi-Témiscamingue; École de technologie supérieure","keywords":"Productivity; Competitor analysis; Competition (biology); Reliability (semiconductor); Business; Operations management; Industrial organization; Risk analysis (engineering); Environmental economics; Engineering; Marketing; Economics","score_opus":0.017766023012113902,"score_gpt":0.23052953084994668,"score_spread":0.21276350783783277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064032981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99762625,0.00018777286,0.00033572293,0.00007889313,0.000004017018,0.000011414165,0.000043073156,0.00001145614,0.0017013953],"genre_scores_gemma":[0.99908113,0.0001265416,0.00029778277,0.0000101188925,0.0000072200214,0.0000051610828,0.000035556124,0.0000022298577,0.00043416518],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99699485,0.0010833835,0.00016981007,0.00018998774,0.0009854598,0.0005764753],"domain_scores_gemma":[0.96634924,0.016516699,0.010566892,0.0012769446,0.003275961,0.002014272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002708776,0.00036549766,0.00032918848,0.0013391338,0.00034464235,0.0017236728,0.0006956222,0.0007889035,0.0023271844],"category_scores_gemma":[0.01831102,0.00018737621,0.0004926078,0.001048274,0.00093194714,0.0012765683,0.001549807,0.00064802106,0.0003520756],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010616776,0.0013377563,0.86969733,0.0003568061,0.00015904696,0.0009271754,0.00084060815,0.010411927,0.009822275,0.0010638734,0.00024163532,0.10407983],"study_design_scores_gemma":[0.000019264402,0.0016327386,0.9880299,0.000050773004,0.00006627886,0.00031862067,0.0012009405,0.003572702,0.0034730008,0.0005737382,0.0010399912,0.000022068347],"about_ca_topic_score_codex":0.002146989,"about_ca_topic_score_gemma":0.0029943062,"teacher_disagreement_score":0.002708776,"about_ca_system_score_codex":0.0015700863,"about_ca_system_score_gemma":0.0010949444,"threshold_uncertainty_score":0.014325559},"labels":[],"label_agreement":null},{"id":"W2064268833","doi":"10.4236/ajibm.2014.49053","title":"Comparison of Alberta Industrial and Pipeline Projects and US Projects Performance","year":2014,"lang":"en","type":"article","venue":"American Journal of Industrial and Business Management","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Schedule; Project management; Business; Pipeline (software); Environmental resource management; Engineering management; Operations management; Engineering; Management; Environmental science; Economics; Systems engineering","score_opus":0.04576859008684851,"score_gpt":0.27801897985685853,"score_spread":0.23225038977001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064268833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96843183,0.00033569834,0.0010839757,0.00019530421,0.0000077567865,0.00004726281,0.00071784743,0.000056338875,0.029124092],"genre_scores_gemma":[0.99280715,0.00031309537,0.0012687374,0.000020021187,0.0000024495066,0.000022315127,0.000715342,0.000017728758,0.0048331036],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944079,0.00096077856,0.00018810926,0.00020955144,0.0034894445,0.0007442128],"domain_scores_gemma":[0.9925126,0.0013064743,0.0011763597,0.00021747085,0.003986544,0.0008005958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034240137,0.00028099483,0.00018117194,0.004020343,0.0011499911,0.0018368345,0.0007077219,0.00023139303,0.0022040966],"category_scores_gemma":[0.007959102,0.00021819731,0.0001875841,0.01053331,0.00080143876,0.0006183588,0.0014447167,0.00027893367,0.00020800365],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059440196,0.00020972903,0.80640906,0.00027744015,0.00009516256,0.00063438044,0.009710558,0.012503105,0.003021985,0.0074273967,0.005712872,0.15340392],"study_design_scores_gemma":[0.000009604166,0.0001487469,0.9688364,0.000049037302,0.000022764829,0.00013661047,0.013184355,0.002713327,0.0011025752,0.00023463542,0.013538306,0.000023569499],"about_ca_topic_score_codex":0.7043793,"about_ca_topic_score_gemma":0.8869422,"teacher_disagreement_score":0.29562068,"about_ca_system_score_codex":0.014595138,"about_ca_system_score_gemma":0.016083539,"threshold_uncertainty_score":0.5947233},"labels":[],"label_agreement":null},{"id":"W2077649642","doi":"10.4236/ajibm.2012.21002","title":"Comparison of Analytic Hierarchy Process and Dominance-Based Rough Set Approach as Multi-Criteria Decision Aid Methods for the Selection of Investment Projects","year":2012,"lang":"en","type":"article","venue":"American Journal of Industrial and Business Management","topic":"Rough Sets and Fuzzy Logic","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Analytic hierarchy process; Ranking (information retrieval); Rough set; Dominance-based rough set approach; Computer science; Hierarchy; Operations research; Selection (genetic algorithm); Investment (military); Dominance (genetics); Set (abstract data type); Decision rule; Multiple-criteria decision analysis; Decision analysis; Data mining; Management science; Artificial intelligence; Mathematics; Statistics; Economics","score_opus":0.1188420654867047,"score_gpt":0.39807301942679457,"score_spread":0.2792309539400899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077649642","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.055392236,0.0031674386,0.9320779,0.00053977885,0.00015836679,0.00045828725,0.00015489545,0.0003001023,0.0077510313],"genre_scores_gemma":[0.4093246,0.0019700183,0.5860022,0.00013958322,0.00007432088,0.0007442596,0.0002029888,0.00006160794,0.0014803875],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9750151,0.015798105,0.0007322413,0.0004909528,0.0075380905,0.00042555374],"domain_scores_gemma":[0.98143643,0.013415673,0.0009991288,0.0005785691,0.0032253747,0.00034477405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0162674,0.0011496936,0.0016328908,0.0076476354,0.00068949786,0.002808259,0.0010577186,0.0008935763,0.001206899],"category_scores_gemma":[0.031283993,0.0005132569,0.0015764604,0.004053231,0.0006851073,0.0022586724,0.0015013037,0.001102453,0.00034370017],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008709039,0.0004529273,0.0037444485,0.0016150015,0.0007713133,0.00022817118,0.0014793765,0.27812645,0.004110706,0.06468553,0.003316977,0.64059824],"study_design_scores_gemma":[0.00016713155,0.0006806116,0.0028743017,0.0002227797,0.00017293802,0.00015936766,0.00056551903,0.9413273,0.0025652025,0.04518855,0.005937187,0.00013912974],"about_ca_topic_score_codex":0.002694997,"about_ca_topic_score_gemma":0.0034301288,"teacher_disagreement_score":0.0162674,"about_ca_system_score_codex":0.0014651351,"about_ca_system_score_gemma":0.0025703802,"threshold_uncertainty_score":0.08603126},"labels":[],"label_agreement":null},{"id":"W2079246685","doi":"10.4236/ajibm.2013.36a004","title":"Are Rational Self-Interested Leadership Behaviors Contributing to the Workplace Bullying Phenomenon in Canada and the United States?","year":2013,"lang":"en","type":"article","venue":"American Journal of Industrial and Business Management","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Brock University","funders":"","keywords":"Phenomenon; Psychology; Public relations; Business; Social psychology; Political science","score_opus":0.03975241137666548,"score_gpt":0.2531704002850416,"score_spread":0.21341798890837615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079246685","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99232227,0.0015308948,0.000058245103,0.0031505644,0.000039014514,0.00003487992,0.00016894187,0.0000056076915,0.0026894906],"genre_scores_gemma":[0.99739516,0.0015046196,0.00007402092,0.00036379133,0.000023211755,0.000009689563,0.00011821641,0.0000026492417,0.0005086668],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984675,0.00016428193,0.00005593837,0.00010333432,0.00042777022,0.0007811779],"domain_scores_gemma":[0.9947365,0.00035960626,0.0013567555,0.00012427695,0.0013532123,0.0020695145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011717186,0.00024699373,0.00036892906,0.0018181934,0.005589056,0.0020403536,0.0013841387,0.0010323082,0.0033463116],"category_scores_gemma":[0.0046618534,0.0004020406,0.00046849909,0.0026295434,0.0020148417,0.0008154852,0.0011744737,0.0018007392,0.00015840994],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047774705,0.0001380203,0.98310745,0.00002659144,0.000024533583,0.00019384366,0.004427476,0.000026358424,0.000068296475,0.00032583263,0.0008882481,0.010725497],"study_design_scores_gemma":[0.000005861507,0.0000278179,0.98621815,0.00006810555,0.00002068574,0.00009268045,0.01256252,0.0000977808,0.000024479052,0.00008465016,0.0007855463,0.000011628752],"about_ca_topic_score_codex":0.98354787,"about_ca_topic_score_gemma":0.99020875,"teacher_disagreement_score":0.017315723,"about_ca_system_score_codex":0.017315723,"about_ca_system_score_gemma":0.047994755,"threshold_uncertainty_score":0.12563497},"labels":[],"label_agreement":null},{"id":"W2126771687","doi":"10.4236/ajibm.2013.37073","title":"Supply Chain Network Optimization of the Canadian Forest Products Industry: A Critical Review","year":2013,"lang":"en","type":"review","venue":"American Journal of Industrial and Business Management","topic":"Forest Biomass Utilization and Management","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Supply chain; Procurement; Supply chain optimization; Supply and demand; Material flow; Demand forecasting; Business; Environmental economics; Supply chain management; Resource (disambiguation); Industrial organization; Computer science; Marketing; Economics; Microeconomics","score_opus":0.041410686077643956,"score_gpt":0.25615921349950976,"score_spread":0.21474852742186581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126771687","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020032647,0.9979632,0.00058160536,0.0001500615,0.00006459096,0.000009506709,0.000018016493,0.000005524122,0.0010071315],"genre_scores_gemma":[0.0021332987,0.9968015,0.00067583256,0.000049047176,0.00006446115,0.000008357218,0.000033840828,0.0000022122256,0.00023155204],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993799,0.00009285051,0.000080229765,0.000083946514,0.00031378827,0.000049315404],"domain_scores_gemma":[0.99797887,0.0009574265,0.00021502483,0.000038689835,0.0007468982,0.000063190484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00153228,0.0014320028,0.0018590639,0.0040656365,0.0006236234,0.0015247305,0.0019548035,0.0012860334,0.0030286238],"category_scores_gemma":[0.0025672147,0.0007153466,0.0011249218,0.00854528,0.00065992743,0.0018249273,0.00059576466,0.0009733402,0.00064588955],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000067813206,0.000108810294,0.0005832263,0.042708773,0.00023443297,0.00022689153,0.00011102805,0.00893592,0.00050435495,0.009349303,0.020546813,0.9166226],"study_design_scores_gemma":[0.000028624569,0.00022044037,0.0031102258,0.02264862,0.00070064224,0.0008035668,0.00029066374,0.005654352,0.0010567306,0.006077731,0.9592847,0.00012363296],"about_ca_topic_score_codex":0.04387329,"about_ca_topic_score_gemma":0.046204392,"teacher_disagreement_score":0.9561267,"about_ca_system_score_codex":0.0031141243,"about_ca_system_score_gemma":0.0067782467,"threshold_uncertainty_score":0.08723581},"labels":[],"label_agreement":null},{"id":"W2524922919","doi":"10.4236/ajibm.2016.69095","title":"An Empirical Study about the Effect Which “Bao Bao” Internet Monetary Funds Make on Deposits in Chinese Commercial Banks","year":2016,"lang":"en","type":"article","venue":"American Journal of Industrial and Business Management","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"South China Agricultural University; China Agricultural University","keywords":"The Internet; China; Business; Sample (material); Quarter (Canadian coin); Monetary economics; Payment; Economics; Finance; Financial system","score_opus":0.02127342568241566,"score_gpt":0.2669725539248593,"score_spread":0.24569912824244364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2524922919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980977,0.00030592975,0.0000788633,0.0003864772,0.0000066577563,0.0000060049065,0.000086512926,0.0000045409747,0.0010272738],"genre_scores_gemma":[0.9988424,0.00025601248,0.00003057712,0.00005502402,0.000020541922,0.0000041423878,0.00011205508,0.0000012746166,0.00067790487],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988686,0.00033424777,0.00009534323,0.00017578063,0.00019196799,0.00033409323],"domain_scores_gemma":[0.9901536,0.004631875,0.003303927,0.00025096542,0.0007937815,0.0008658228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001779389,0.0003509739,0.0004732648,0.0012363002,0.00082353246,0.0015590673,0.0005101553,0.00094912894,0.0032552332],"category_scores_gemma":[0.009032209,0.0002124445,0.00075723225,0.0013526698,0.00088943273,0.0015365968,0.00082662655,0.000970171,0.00023216096],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020299925,0.00019097367,0.9868819,0.000057063466,0.00014267914,0.00044188916,0.00074476266,0.0016252327,0.00026832314,0.0011462531,0.0008673811,0.0074304086],"study_design_scores_gemma":[0.000043579625,0.0000967132,0.98762554,0.000038872982,0.0003352843,0.00009285689,0.0025375362,0.0070438804,0.00048619814,0.0006131036,0.0010695251,0.000016831464],"about_ca_topic_score_codex":0.07413249,"about_ca_topic_score_gemma":0.057410315,"teacher_disagreement_score":0.07413249,"about_ca_system_score_codex":0.00176035,"about_ca_system_score_gemma":0.0019572414,"threshold_uncertainty_score":0.14740199},"labels":[],"label_agreement":null},{"id":"W2526679493","doi":"10.4236/ajibm.2016.69094","title":"The Application of Reliability Methods for Aircraft Design Project Management","year":2016,"lang":"en","type":"article","venue":"American Journal of Industrial and Business Management","topic":"Reliability and Maintenance Optimization","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Université du Québec à Trois-Rivières","funders":"","keywords":"Maintainability; Reliability engineering; Fault tree analysis; Reliability (semiconductor); Process (computing); Computer science; Risk analysis (engineering); Software deployment; Systems engineering; Engineering; Software engineering","score_opus":0.024663741387636964,"score_gpt":0.2825082226568508,"score_spread":0.2578444812692139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2526679493","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010292373,0.003344738,0.99055403,0.00035496516,0.00010781419,0.000044914374,0.000049949547,0.00023616682,0.0042781625],"genre_scores_gemma":[0.11442343,0.010922646,0.8686703,0.00021972483,0.0008163394,0.0003662337,0.00017090853,0.00024779313,0.0041627353],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99672806,0.0015676834,0.00016840704,0.00033964342,0.0011348948,0.00006135476],"domain_scores_gemma":[0.9917464,0.0059519927,0.0008149348,0.00059707137,0.000838991,0.000050492927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034566217,0.0013809471,0.0007023236,0.0029287504,0.0004800981,0.0014587985,0.0011508348,0.0009978656,0.0027440824],"category_scores_gemma":[0.013166113,0.0006373251,0.001001722,0.002311689,0.0012615769,0.0016840694,0.0010098014,0.002353664,0.001219741],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032675725,0.000058990616,0.0018808164,0.0006369577,0.00011447665,0.000104245795,0.00035077592,0.1648706,0.0024400733,0.25207084,0.0063388026,0.57110065],"study_design_scores_gemma":[0.000022589502,0.00011396372,0.0014838029,0.0003730634,0.000054183092,0.00032922573,0.00012514055,0.5904495,0.0026585052,0.34026217,0.06405075,0.0000770651],"about_ca_topic_score_codex":0.0020266406,"about_ca_topic_score_gemma":0.0016648655,"teacher_disagreement_score":0.0034566217,"about_ca_system_score_codex":0.0010409758,"about_ca_system_score_gemma":0.0012021009,"threshold_uncertainty_score":0.018280566},"labels":[],"label_agreement":null},{"id":"W2548834977","doi":"10.4236/ajibm.2016.611097","title":"Integration of Occupational Health and Safety into Lean Manufacturing: Quebec Aeronautics Case Study","year":2016,"lang":"en","type":"article","venue":"American Journal of Industrial and Business Management","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Documentation; Business; Sustainability; Occupational safety and health; Lean manufacturing; Process management; Operations management; Kaizen; Work (physics); Lean project management; Marketing; Engineering; Medicine; Computer science","score_opus":0.12402401416180832,"score_gpt":0.4383198500645834,"score_spread":0.3142958359027751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2548834977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97007936,0.0005854216,0.0015203445,0.0017666152,0.000036996113,0.00030298225,0.00032228866,0.00003283709,0.025353085],"genre_scores_gemma":[0.98507255,0.000477868,0.0019850344,0.00039882574,0.000012830103,0.000107158085,0.00011407462,0.000010576345,0.011821144],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9988374,0.0003564918,0.0000371854,0.00008391775,0.00034895208,0.00033604895],"domain_scores_gemma":[0.9986308,0.0003158903,0.00011882511,0.000053363507,0.00049138244,0.00038965937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008740991,0.00043388392,0.00023053992,0.0009395938,0.0060693645,0.0015172701,0.0012057499,0.001881662,0.0036140482],"category_scores_gemma":[0.0015649847,0.00020320519,0.000262503,0.001897228,0.0012902324,0.00048506726,0.0010124776,0.00091529713,0.00030228816],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008823618,0.0042154216,0.34254396,0.0012036957,0.00019403102,0.19897342,0.14750496,0.024133991,0.019045506,0.024409778,0.037341014,0.199552],"study_design_scores_gemma":[0.00031694435,0.0021151053,0.4098572,0.00089643535,0.0001299103,0.022153843,0.276617,0.02845882,0.005865437,0.0015992726,0.25175908,0.00023093996],"about_ca_topic_score_codex":0.917852,"about_ca_topic_score_gemma":0.95252615,"teacher_disagreement_score":0.082148015,"about_ca_system_score_codex":0.02316995,"about_ca_system_score_gemma":0.014117953,"threshold_uncertainty_score":0.16811055},"labels":[],"label_agreement":null},{"id":"W2602536086","doi":"10.4236/ajibm.2017.73017","title":"From Open Innovation to Crowd Sourcing: A New Configuration of Collaborative Work?","year":2017,"lang":"en","type":"article","venue":"American Journal of Industrial and Business Management","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Open innovation; General partnership; Context (archaeology); Commercialization; Business; Knowledge management; Work (physics); The Internet; Cloud computing; Citizen journalism; Marketing; Computer science; World Wide Web; Engineering","score_opus":0.05497058059138302,"score_gpt":0.3052049526449359,"score_spread":0.2502343720535529,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2602536086","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08407541,0.019131828,0.21131834,0.14548737,0.0033700557,0.000454733,0.00025944883,0.00069354376,0.5352093],"genre_scores_gemma":[0.9494918,0.005231473,0.02382521,0.0056535,0.0015752254,0.0005093114,0.000082226834,0.00025556792,0.013375633],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.975446,0.015103939,0.0005775399,0.0033382108,0.0035285982,0.002005749],"domain_scores_gemma":[0.9802862,0.009387982,0.0015765076,0.0048861643,0.0010974343,0.0027657305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015506981,0.00091663026,0.0012143604,0.0037703826,0.014411206,0.031482685,0.0038395042,0.0073464974,0.015229129],"category_scores_gemma":[0.024013624,0.0009093267,0.00087661174,0.004841569,0.08337884,0.060059946,0.028075764,0.0057973024,0.0020734803],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053726137,0.00004081255,0.0009733804,0.00016842653,0.000016504013,0.00021654152,0.02782595,0.00035068538,0.00016276828,0.947423,0.0044896766,0.018278658],"study_design_scores_gemma":[0.000033089,0.00005899781,0.00046748758,0.00036319555,0.000010152021,0.0002740587,0.021021271,0.00071512023,0.00014124457,0.8816619,0.095211826,0.00004166578],"about_ca_topic_score_codex":0.0021820248,"about_ca_topic_score_gemma":0.0019643912,"teacher_disagreement_score":0.031482685,"about_ca_system_score_codex":0.0071356166,"about_ca_system_score_gemma":0.0081928875,"threshold_uncertainty_score":0.08200973},"labels":[],"label_agreement":null},{"id":"W2620090556","doi":"10.4236/ajibm.2017.75044","title":"Lean, Six Sigma and Lean Six Sigma in Higher Education: A Review of Experiences around the World","year":2017,"lang":"en","type":"review","venue":"American Journal of Industrial and Business Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Six Sigma; Lean Six Sigma; Value (mathematics); Scopus; Politics; Lean manufacturing; Sigma; Business; Public relations; Marketing; Sociology; Political science; Computer science","score_opus":0.15896802415101094,"score_gpt":0.35022469497344183,"score_spread":0.1912566708224309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620090556","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032559547,0.99834776,0.00009295129,0.00046225835,0.00006263661,0.0000040922955,0.000011513918,0.0000025500115,0.0006906204],"genre_scores_gemma":[0.0025307336,0.99679095,0.00022721571,0.00021939992,0.000045971225,0.000006130198,0.000017985276,0.0000019991244,0.00015959585],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99739057,0.00064804696,0.0005553911,0.0002434376,0.0010531042,0.000109563116],"domain_scores_gemma":[0.9917053,0.005122534,0.0010700378,0.000110590816,0.0017559024,0.00023558151],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004558997,0.00058314204,0.0010580865,0.007817338,0.0006364629,0.0024432763,0.00086515624,0.0013300843,0.0015720609],"category_scores_gemma":[0.008089226,0.00037022756,0.00057981285,0.01645563,0.0011401931,0.00294213,0.0011902552,0.0015362414,0.0005142738],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006231551,0.000059672624,0.0013110163,0.06526543,0.00012263439,0.00026476223,0.002029506,0.0003911003,0.0004861505,0.0063857553,0.0146090295,0.9090127],"study_design_scores_gemma":[0.000010960751,0.00014340732,0.006893665,0.07867672,0.00028679453,0.0015511997,0.0035369864,0.00010171497,0.00040651084,0.002640545,0.90569574,0.0000557619],"about_ca_topic_score_codex":0.004608076,"about_ca_topic_score_gemma":0.011493648,"teacher_disagreement_score":0.007817338,"about_ca_system_score_codex":0.0022217869,"about_ca_system_score_gemma":0.0060795993,"threshold_uncertainty_score":0.024110556},"labels":[],"label_agreement":null},{"id":"W2725986371","doi":"10.4236/ajibm.2017.77063","title":"Oxytocin and Collective Bargaining: Propositions for a New Research Protocol","year":2017,"lang":"en","type":"article","venue":"American Journal of Industrial and Business Management","topic":"Neuroendocrine regulation and behavior","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Negotiation; Outcome (game theory); Neuroeconomics; Perspective (graphical); Microeconomics; Economics; Psychology; Computer science; Sociology","score_opus":0.2220200143836663,"score_gpt":0.4618641580475263,"score_spread":0.23984414366385998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725986371","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019833563,0.0006158726,0.46024108,0.012802787,0.0030582957,0.4843565,0.0016584486,0.00038208775,0.017051354],"genre_scores_gemma":[0.014880386,0.0002479111,0.13892847,0.0017863828,0.00029741006,0.84180534,0.00014009383,0.000024447749,0.0018896179],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.8397542,0.12628247,0.013801188,0.0058329497,0.011325674,0.0030035789],"domain_scores_gemma":[0.75774604,0.15147616,0.009484397,0.054430433,0.020456916,0.006406017],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.24664937,0.0019346772,0.0024042663,0.0027989883,0.0049571996,0.0042520524,0.0047227065,0.010810012,0.024854334],"category_scores_gemma":[0.28716862,0.0029577552,0.0018593488,0.0029148895,0.008500139,0.009731729,0.006336102,0.011912383,0.006247047],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.026671503,0.0065159043,0.0034402169,0.0039542294,0.00019129473,0.001905914,0.01503726,0.005734241,0.0050282837,0.72289073,0.024191558,0.18443893],"study_design_scores_gemma":[0.034287494,0.028924873,0.008227951,0.0063832384,0.0006386743,0.0020614995,0.008990197,0.027087409,0.011662717,0.5824318,0.28820607,0.0010980942],"about_ca_topic_score_codex":0.00075714034,"about_ca_topic_score_gemma":0.0010678312,"teacher_disagreement_score":0.24664937,"about_ca_system_score_codex":0.0037747626,"about_ca_system_score_gemma":0.011385069,"threshold_uncertainty_score":0.92901546},"labels":[],"label_agreement":null},{"id":"W2893723334","doi":"10.4236/ajibm.2018.89135","title":"Optimal Executive Compensation Dispersion and Product Market Structure","year":2018,"lang":"en","type":"article","venue":"American Journal of Industrial and Business Management","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Xi'an Shiyou University; Education Department of Shaanxi Province","keywords":"Executive compensation; Compensation (psychology); Dispersion (optics); Product market; Competition (biology); Corporate governance; Product (mathematics); Microeconomics; Business; Industrial organization; Economics; Incentive; Finance","score_opus":0.015726939855187992,"score_gpt":0.20700020110701475,"score_spread":0.19127326125182675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2893723334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98181045,0.00048862904,0.0074926983,0.00030634692,0.000009750765,0.000032765747,0.000035089983,0.000022001554,0.009802283],"genre_scores_gemma":[0.9989386,0.0000442961,0.0004890152,0.000013009212,0.0000043652103,0.000004132386,0.000012152733,0.0000013783495,0.0004930525],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993979,0.00014305761,0.000039740633,0.00011879487,0.00011153702,0.00018897153],"domain_scores_gemma":[0.99475974,0.0018566513,0.0021257703,0.0002969594,0.00043908684,0.0005217967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013610946,0.00027055215,0.000361708,0.0006638255,0.0003556052,0.0015292721,0.00026998576,0.0006309481,0.003398209],"category_scores_gemma":[0.0068648346,0.00017833676,0.00020261414,0.0003541987,0.0007670486,0.0020418086,0.0005790714,0.00045577122,0.0002190286],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018853336,0.0022654615,0.28388566,0.00068079936,0.00041257867,0.0019047104,0.0011913589,0.219887,0.066013806,0.23834893,0.003602854,0.1799215],"study_design_scores_gemma":[0.00033978937,0.0016471124,0.529461,0.00012587145,0.00018609955,0.0006935936,0.0018045398,0.23530559,0.0122032715,0.21198979,0.006126615,0.000116652656],"about_ca_topic_score_codex":0.00083983835,"about_ca_topic_score_gemma":0.0010145768,"teacher_disagreement_score":0.003398209,"about_ca_system_score_codex":0.0011396181,"about_ca_system_score_gemma":0.0006079589,"threshold_uncertainty_score":0.0113681555},"labels":[],"label_agreement":null},{"id":"W2914100769","doi":"10.4236/ajibm.2019.91017","title":"Resilience Engineering for Sustainable Prevention in the Manufacturing Sector: A Comparative Study of Two Methods of Risk Analysis","year":2019,"lang":"en","type":"article","venue":"American Journal of Industrial and Business Management","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; HEC Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Failure mode, effects, and criticality analysis; Sociotechnical system; Risk analysis (engineering); Risk management; Failure mode and effects analysis; Resilience (materials science); Criticality; Business; Computer science; Process management; Knowledge management; Engineering; Reliability engineering","score_opus":0.10357198965187875,"score_gpt":0.4842239003743598,"score_spread":0.38065191072248106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914100769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5268604,0.008866082,0.38111702,0.0037094345,0.00021202402,0.00074513763,0.000080775644,0.00018745329,0.07822168],"genre_scores_gemma":[0.92946225,0.0026913364,0.065178595,0.0001604206,0.000056727164,0.00025966772,0.000024465317,0.00003717208,0.002129325],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9944614,0.003907111,0.00014392834,0.00022484214,0.0010296708,0.00023302219],"domain_scores_gemma":[0.98270214,0.013467415,0.0012628683,0.0007363769,0.0014602327,0.00037098493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008947476,0.0007295433,0.00062506186,0.005229479,0.0010227233,0.002957744,0.00079158094,0.00092809874,0.0023541308],"category_scores_gemma":[0.015354164,0.00025187244,0.0010999873,0.0016620094,0.0023988364,0.0037862617,0.0026525245,0.0010585358,0.00020480996],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072319823,0.001261982,0.055588976,0.0017454062,0.00046497292,0.00053239544,0.033024456,0.04292184,0.004529802,0.27486205,0.0016643207,0.5826806],"study_design_scores_gemma":[0.00022644842,0.004638619,0.16660036,0.0037738185,0.00073906383,0.0017236328,0.11343012,0.31396115,0.011078563,0.32326534,0.060045667,0.0005172511],"about_ca_topic_score_codex":0.0016815532,"about_ca_topic_score_gemma":0.0026360368,"teacher_disagreement_score":0.008947476,"about_ca_system_score_codex":0.002924875,"about_ca_system_score_gemma":0.0030857332,"threshold_uncertainty_score":0.047319353},"labels":[],"label_agreement":null},{"id":"W2951961885","doi":"10.4236/ajibm.2019.96089","title":"A Proposal for a Predictive Performance Assessment Model in Complex Sociotechnical Systems Combining Fuzzy Logic and the Functional Resonance Analysis Method (FRAM)","year":2019,"lang":"en","type":"article","venue":"American Journal of Industrial and Business Management","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sociotechnical system; Computer science; Fuzzy logic; Risk analysis (engineering); Quality (philosophy); Systems engineering; Complex system; Inference; Management science; Industrial engineering; Artificial intelligence; Engineering","score_opus":0.12716811065789244,"score_gpt":0.43958001055611723,"score_spread":0.3124118998982248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951961885","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021864537,0.000077411336,0.9947961,0.00026238238,0.000028251277,0.00005140852,0.000052411415,0.000114825736,0.0024307277],"genre_scores_gemma":[0.34028035,0.00056730286,0.65271175,0.00021827985,0.00012453698,0.0009455756,0.00027418797,0.00007316663,0.0048048007],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994017,0.00020082369,0.00003388929,0.00015070364,0.00016782936,0.000045056433],"domain_scores_gemma":[0.9995351,0.00021314972,0.000053671625,0.000024743196,0.00014411584,0.000029346082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017271725,0.0007199967,0.0005951461,0.0011740688,0.00055930804,0.00198045,0.0020334318,0.0018355498,0.003084591],"category_scores_gemma":[0.0020572434,0.00033342815,0.00114551,0.00086714077,0.00088256435,0.0019061365,0.0010577379,0.0012473406,0.0006110237],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041763302,0.00007862715,0.001202305,0.00018463228,0.000053616448,0.00028122874,0.0003000401,0.75629216,0.0033423745,0.18230693,0.0018031049,0.05411326],"study_design_scores_gemma":[0.0000055138366,0.000032357544,0.000106241096,0.000023902365,0.000011314003,0.000031834476,0.000029199784,0.9692091,0.00021662292,0.028179636,0.0021409276,0.000013456305],"about_ca_topic_score_codex":0.004103096,"about_ca_topic_score_gemma":0.0026891746,"teacher_disagreement_score":0.004103096,"about_ca_system_score_codex":0.001072107,"about_ca_system_score_gemma":0.0016404892,"threshold_uncertainty_score":0.0103189945},"labels":[],"label_agreement":null},{"id":"W2991583682","doi":"10.4236/ajibm.2019.911134","title":"Lean Mining, Productivity and Occupational Health and Safety: An Expert-Elicitation Study","year":2019,"lang":"en","type":"article","venue":"American Journal of Industrial and Business Management","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue; École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada; École de technologie supérieure","keywords":"Kaizen; Productivity; Lean manufacturing; Lean project management; Expert elicitation; Occupational safety and health; Operations management; Lean laboratory; Business; Lean construction; Computer science; Engineering; Construction industry; Medicine; Construction engineering; Economics","score_opus":0.12603854270770865,"score_gpt":0.4492497902642579,"score_spread":0.32321124755654923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991583682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99293315,0.00008371779,0.0032361397,0.00021579582,0.000005122773,0.0007214203,0.00032647062,0.0000074125255,0.002470816],"genre_scores_gemma":[0.98504424,0.00038915244,0.010255153,0.0004053068,0.000016313394,0.0012339117,0.0006103712,0.000010502988,0.0020351363],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9866143,0.005989198,0.0012383135,0.0009209911,0.0038684919,0.0013686361],"domain_scores_gemma":[0.9301599,0.047085166,0.0031642776,0.0017922572,0.01663757,0.0011608816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021150898,0.000552816,0.00070462795,0.0033942275,0.003768366,0.0018878693,0.0009966794,0.0013216925,0.0017166826],"category_scores_gemma":[0.034902975,0.00042942681,0.00045874124,0.0029543107,0.0015057084,0.0011718817,0.0024206697,0.00092801114,0.0003614336],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012404311,0.0034788135,0.20180953,0.0028527994,0.00011949427,0.003507872,0.6317267,0.003582236,0.010231961,0.0019746579,0.004387706,0.1350877],"study_design_scores_gemma":[0.00033181175,0.0018081794,0.21563414,0.0013910397,0.00015270365,0.001222371,0.73462814,0.010919797,0.00908967,0.0019759466,0.022553254,0.0002928942],"about_ca_topic_score_codex":0.07015545,"about_ca_topic_score_gemma":0.14903083,"teacher_disagreement_score":0.07015545,"about_ca_system_score_codex":0.00807192,"about_ca_system_score_gemma":0.015392093,"threshold_uncertainty_score":0.13949418},"labels":[],"label_agreement":null},{"id":"W3089102928","doi":"10.4236/ajibm.2020.109102","title":"The Comparison Analysis of China and Foreign Countries to Deal with the Economic Risk by Epidemic, in Terms of Monetary and Fiscal Policy","year":2020,"lang":"en","type":"article","venue":"American Journal of Industrial and Business Management","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"China; Developing country; Developed country; Politics; Economics; Fiscal policy; Economic policy; Monetary policy; Development economics; Business; Economic growth; Political science; Macroeconomics; Medicine; Environmental health","score_opus":0.025810558870462633,"score_gpt":0.24408178566007954,"score_spread":0.2182712267896169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089102928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8988774,0.00472863,0.0008977861,0.0051183063,0.00019613052,0.000083253304,0.0005244407,0.00003136981,0.08954275],"genre_scores_gemma":[0.99266374,0.0009674867,0.00016984683,0.00033996342,0.000045590572,0.000015513497,0.00024306103,0.000004741151,0.005550111],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99909365,0.00023458006,0.000034787932,0.000054512144,0.00025490104,0.0003275801],"domain_scores_gemma":[0.99890757,0.00019820512,0.00021569735,0.00004818199,0.00041767786,0.00021271587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001767883,0.0002175855,0.00024417505,0.0014693317,0.0005531436,0.0015532381,0.00029713634,0.00037498807,0.0040726415],"category_scores_gemma":[0.0035734195,0.00006152738,0.00042664286,0.0016341109,0.00040944625,0.0011413976,0.00074775965,0.0005722351,0.00017592094],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017232669,0.0006910335,0.5856295,0.00058397156,0.0006353262,0.0020675948,0.003462758,0.027699456,0.0015393911,0.1498575,0.04683539,0.17927477],"study_design_scores_gemma":[0.00020386663,0.00078820565,0.860515,0.00028372774,0.00047484477,0.00041756858,0.012953905,0.028253641,0.002231081,0.014241227,0.07956162,0.000075416625],"about_ca_topic_score_codex":0.051599525,"about_ca_topic_score_gemma":0.042835105,"teacher_disagreement_score":0.051599525,"about_ca_system_score_codex":0.0031087673,"about_ca_system_score_gemma":0.0038618757,"threshold_uncertainty_score":0.10259837},"labels":[],"label_agreement":null},{"id":"W4210538624","doi":"10.4236/ajibm.2022.121006","title":"The Effect of COVID-19 on International Trade: Evidence from Sub-Saharan Africa","year":2022,"lang":"en","type":"article","venue":"American Journal of Industrial and Business Management","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Quarter (Canadian coin); Economics; International trade; 2019-20 coronavirus outbreak; Development economics; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Agriculture; International economics; Developing country; Business; Economic growth; Disease; Geography; Medicine; Infectious disease (medical specialty)","score_opus":0.06602397116664492,"score_gpt":0.2712669488054407,"score_spread":0.2052429776387958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210538624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98081255,0.010689664,0.00013637323,0.0011130644,0.00003251131,0.00000945206,0.00075444975,0.0000024856008,0.0064495886],"genre_scores_gemma":[0.991443,0.007717904,0.000054447224,0.00011006007,0.000040167582,0.0000040560894,0.00033300876,0.0000021850578,0.00029524812],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99951506,0.00016828052,0.00003702549,0.00006113303,0.000085362684,0.00013318396],"domain_scores_gemma":[0.99606055,0.0014297361,0.0018806668,0.00011793299,0.00027915093,0.00023183714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008137441,0.0003349517,0.00030469286,0.0020653533,0.0004885226,0.0011990572,0.00021830638,0.0004089608,0.0031806265],"category_scores_gemma":[0.003311151,0.00014516852,0.00043048218,0.004193661,0.0008241899,0.00084735657,0.00093937136,0.0004977216,0.00024650438],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002867161,0.00009359154,0.9687636,0.0004545379,0.00045379077,0.0013930046,0.0018692095,0.0006282872,0.00036244933,0.0020146428,0.0012390219,0.022441082],"study_design_scores_gemma":[0.000014003166,0.00010795807,0.98676795,0.00031793435,0.0001934752,0.0003886906,0.004739153,0.00026371586,0.00026694432,0.0005806762,0.006349685,0.000009899474],"about_ca_topic_score_codex":0.009494293,"about_ca_topic_score_gemma":0.008598101,"teacher_disagreement_score":0.009494293,"about_ca_system_score_codex":0.00039600342,"about_ca_system_score_gemma":0.00036925578,"threshold_uncertainty_score":0.018878102},"labels":[],"label_agreement":null},{"id":"W4214652284","doi":"10.4236/ajibm.2022.122013","title":"The Functional Resonance Analysis Method: A Performance Appraisal Tool for Risk Assessment and Accident Investigation in Complex and Dynamic Socio-Technical Systems","year":2022,"lang":"en","type":"article","venue":"American Journal of Industrial and Business Management","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; Université du Québec à Trois-Rivières","funders":"","keywords":"Risk analysis (engineering); Scopus; Process (computing); Computer science; Complement (music); Critical appraisal; Risk assessment; Data science; Business; Computer security; MEDLINE; Political science; Medicine","score_opus":0.10368277625344334,"score_gpt":0.4554343533912429,"score_spread":0.35175157713779953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214652284","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022831246,0.20447142,0.6825197,0.0071191187,0.0018236616,0.049379073,0.01406363,0.0026101344,0.015182022],"genre_scores_gemma":[0.13994265,0.03317366,0.7461136,0.000946327,0.0004544423,0.0754477,0.0024922802,0.00039326324,0.001036036],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.7800253,0.16062756,0.030671893,0.006070169,0.021696946,0.00090817205],"domain_scores_gemma":[0.6033287,0.34106678,0.026203075,0.0083885435,0.020225348,0.00078756374],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.19459152,0.00419738,0.007292746,0.05672168,0.0018847622,0.006050653,0.0030678383,0.0021220047,0.0074360087],"category_scores_gemma":[0.30520582,0.0014169755,0.015782347,0.025103262,0.002549332,0.00480912,0.0058030244,0.0018653248,0.0010444531],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00095469994,0.00015798985,0.010366115,0.28366244,0.023558121,0.00036174207,0.009284715,0.0041350275,0.001656788,0.013343645,0.015072476,0.6374462],"study_design_scores_gemma":[0.0031300045,0.004954973,0.08099698,0.32990247,0.11763737,0.003714297,0.02052252,0.043039247,0.0085091395,0.103841186,0.28112254,0.0026293623],"about_ca_topic_score_codex":0.0032474634,"about_ca_topic_score_gemma":0.006794677,"teacher_disagreement_score":0.19459152,"about_ca_system_score_codex":0.0054897717,"about_ca_system_score_gemma":0.014677524,"threshold_uncertainty_score":0.99321204},"labels":[],"label_agreement":null},{"id":"W4288495174","doi":"10.4236/ajibm.2022.127071","title":"A High-Level Risk Management Framework as Part of an Overall Asset Management Process for the Assessment of Industry 4.0 and Its Corollary Industry 5.0 Related New Emerging Technological Risks in Socio-Technical Systems","year":2022,"lang":"en","type":"article","venue":"American Journal of Industrial and Business Management","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; Université du Québec à Trois-Rivières","funders":"","keywords":"Risk analysis (engineering); Context (archaeology); Risk management; Asset (computer security); Business; Emerging markets; Process (computing); Emerging technologies; Asset management; Situation awareness; Computer science; Computer security; Finance; Engineering","score_opus":0.1434438097310322,"score_gpt":0.4603600594078806,"score_spread":0.3169162496768484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288495174","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005443411,0.0005345105,0.9722679,0.0046050576,0.00007388585,0.0005149424,0.00009857354,0.00038085136,0.016080959],"genre_scores_gemma":[0.09535804,0.00047365,0.8986306,0.00042014118,0.000095575546,0.0005307768,0.00023644643,0.00007511762,0.0041796654],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99360424,0.0030674662,0.00069106143,0.00071663223,0.0014926301,0.00042795006],"domain_scores_gemma":[0.99072707,0.003849787,0.0010913108,0.001001021,0.002606336,0.00072456966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015272562,0.0017923974,0.0008233131,0.005857528,0.0031465043,0.011526112,0.0038243746,0.0041491706,0.0057143643],"category_scores_gemma":[0.01013122,0.00088872534,0.0027815676,0.0024426559,0.008195359,0.011581544,0.0052604205,0.005258218,0.001733027],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002175111,0.00012627422,0.0038709743,0.00037641608,0.00008128591,0.0006001993,0.005103608,0.02341512,0.0023364262,0.9016756,0.0036503372,0.058741994],"study_design_scores_gemma":[0.000015364882,0.00013346116,0.0033777142,0.0013842136,0.00010812591,0.0006663538,0.005010541,0.11598029,0.0019725382,0.79715055,0.07408239,0.000118575874],"about_ca_topic_score_codex":0.006428751,"about_ca_topic_score_gemma":0.0048351586,"teacher_disagreement_score":0.015272562,"about_ca_system_score_codex":0.004759065,"about_ca_system_score_gemma":0.009430894,"threshold_uncertainty_score":0.080769956},"labels":[],"label_agreement":null},{"id":"W4386297940","doi":"10.4236/ajibm.2023.138049","title":"Sustainable/Robust Supplier Selection in the Post-Pandemic Era: Using Data Envelopment Analysis","year":2023,"lang":"en","type":"article","venue":"American Journal of Industrial and Business Management","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Canada West","funders":"","keywords":"Data envelopment analysis; Business; Supply chain; Procurement; Reputation; Sustainability; Industrial organization; Supply chain management; Competition (biology); Marketing","score_opus":0.0489619589950684,"score_gpt":0.26641506098753737,"score_spread":0.21745310199246898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386297940","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37531385,0.0008087036,0.6181712,0.0008635893,0.000028549055,0.0002935495,0.00049457717,0.00017169029,0.0038543101],"genre_scores_gemma":[0.89876395,0.0005225823,0.10000403,0.000034959252,0.000007854164,0.000115082956,0.00022859429,0.000018761908,0.00030422493],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9952371,0.0030602468,0.00038864787,0.00027353424,0.00087223225,0.00016811074],"domain_scores_gemma":[0.99209166,0.005538854,0.00082094106,0.00040368058,0.0010414078,0.00010354401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008587056,0.00082913286,0.0011470912,0.0041734003,0.00065935036,0.0029158043,0.000519869,0.00077180204,0.0005289435],"category_scores_gemma":[0.01725749,0.0003364527,0.0010298422,0.0058992035,0.00064815825,0.0024113872,0.0013800182,0.00085729314,0.0001373731],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018579846,0.0002018784,0.036654286,0.00030299817,0.0002785765,0.00030113434,0.00080804055,0.8563917,0.0028032386,0.0152375065,0.00055853545,0.08627627],"study_design_scores_gemma":[0.000010422764,0.00008988786,0.0055815065,0.00005468398,0.000041008425,0.00002996489,0.0006431613,0.9815035,0.0016534098,0.009421879,0.00093271537,0.000037826103],"about_ca_topic_score_codex":0.012002729,"about_ca_topic_score_gemma":0.0057851532,"teacher_disagreement_score":0.012002729,"about_ca_system_score_codex":0.0019385612,"about_ca_system_score_gemma":0.0031318571,"threshold_uncertainty_score":0.045413256},"labels":[],"label_agreement":null},{"id":"W4391520536","doi":"10.4236/ajibm.2024.142005","title":"Overview of Manufacturing Systems—Evolution from Group Technology to Dynamic Cellular Manufacturing System","year":2024,"lang":"en","type":"article","venue":"American Journal of Industrial and Business Management","topic":"Advanced Manufacturing and Logistics Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; Université du Québec à Trois-Rivières","funders":"","keywords":"Group technology; Cellular manufacturing; Group (periodic table); Business; Manufacturing engineering; Industrial organization; Operations management; Process management; Engineering; Marketing; Chemistry","score_opus":0.012966075896004244,"score_gpt":0.2227657179564729,"score_spread":0.20979964206046867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391520536","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009789563,0.6211453,0.10922251,0.00872551,0.0020177637,0.00018378667,0.00046032172,0.00034393845,0.24811135],"genre_scores_gemma":[0.16219828,0.7066153,0.080416374,0.0031481793,0.003763227,0.00021336242,0.00082062423,0.00009516548,0.042729475],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99963546,0.00009079199,0.000033304,0.00007217579,0.00013545343,0.00003284792],"domain_scores_gemma":[0.99966955,0.000104208426,0.000038777085,0.00002705332,0.00012378267,0.000036624857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041833802,0.00055149663,0.00032561738,0.002564314,0.0007746794,0.0021415623,0.0004915536,0.0009821759,0.0040872195],"category_scores_gemma":[0.00047609385,0.000307093,0.00041212438,0.0030653076,0.00086371484,0.0023417482,0.00090100145,0.0012670959,0.0011663778],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003880372,0.00006984489,0.002285579,0.0019957048,0.00004350143,0.00031758728,0.0005190615,0.01155778,0.0019327003,0.64013815,0.029931907,0.31116936],"study_design_scores_gemma":[0.000003571637,0.00011350938,0.002733945,0.00067793776,0.000020645824,0.00070798997,0.00024915033,0.007515359,0.00049826334,0.09510714,0.8923418,0.000030646584],"about_ca_topic_score_codex":0.0039622327,"about_ca_topic_score_gemma":0.0027173571,"teacher_disagreement_score":0.0040872195,"about_ca_system_score_codex":0.0017587083,"about_ca_system_score_gemma":0.0013555023,"threshold_uncertainty_score":0.013673067},"labels":[],"label_agreement":null},{"id":"W4402895709","doi":"10.4236/ajibm.2024.149062","title":"Impacts of Corporate Social Responsibility on the Corporate Optimum Risk: Evidence of Mergers and Acquisitions","year":2024,"lang":"en","type":"article","venue":"American Journal of Industrial and Business Management","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Innovation, Science and Economic Development Canada","funders":"","keywords":"Corporate social responsibility; Business; Mergers and acquisitions; Accounting; Corporate governance; Finance; Public relations; Political science","score_opus":0.06975315753849869,"score_gpt":0.25994368296190845,"score_spread":0.19019052542340975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402895709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99779606,0.00009009538,0.00009271221,0.00028702134,0.0000011529959,0.0000022996812,0.000007887372,0.0000015861937,0.0017211774],"genre_scores_gemma":[0.99989593,0.000025031435,0.000016719592,0.000010348979,0.000002395258,6.3908726e-7,0.00000523383,3.4654045e-7,0.000043353848],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976404,0.0012093266,0.000111420115,0.0001856638,0.000524817,0.00032837008],"domain_scores_gemma":[0.95852095,0.013814353,0.021908399,0.0015725181,0.001649466,0.002534429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023166067,0.0001715331,0.00021549733,0.0005840448,0.0005219036,0.0011464473,0.00037221075,0.0005842664,0.0013236741],"category_scores_gemma":[0.019429917,0.00013026837,0.00023547056,0.00040606197,0.002541933,0.0012542611,0.0017102822,0.00076837564,0.00014517669],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076293387,0.00061726285,0.9619606,0.000044063894,0.00015150267,0.00043882983,0.0023665964,0.002192909,0.0015683922,0.0068050576,0.00030211013,0.022789894],"study_design_scores_gemma":[0.000019795863,0.00034169873,0.9925479,0.000016184256,0.000028439083,0.00010421938,0.0017666483,0.0012320032,0.00058282714,0.002805329,0.00054329925,0.0000116509145],"about_ca_topic_score_codex":0.0029574106,"about_ca_topic_score_gemma":0.0035103138,"teacher_disagreement_score":0.0029574106,"about_ca_system_score_codex":0.00066475547,"about_ca_system_score_gemma":0.0007535862,"threshold_uncertainty_score":0.012251556},"labels":[],"label_agreement":null},{"id":"W4403776263","doi":"10.4236/ajibm.2024.1410069","title":"Ranking of Greenhouse Vegetable Suppliers across Three Canadian Provinces Using Data Envelopment Analysis with Multiple Inputs and Outputs","year":2024,"lang":"en","type":"article","venue":"American Journal of Industrial and Business Management","topic":"Efficiency Analysis Using DEA","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Canada West","funders":"","keywords":"Data envelopment analysis; Ranking (information retrieval); Greenhouse; Agricultural economics; Business; Statistics; Environmental economics; Economics; Computer science; Mathematics; Biology; Artificial intelligence","score_opus":0.0928835905687019,"score_gpt":0.331471983542991,"score_spread":0.23858839297428913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403776263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9634548,0.00067106105,0.013494358,0.00036989088,0.000011170445,0.00031396496,0.0056153988,0.00009656328,0.015972855],"genre_scores_gemma":[0.9865345,0.00039775477,0.008361525,0.000020762429,0.0000013101426,0.000048511356,0.0023010822,0.000016668831,0.0023180153],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982476,0.00019404662,0.00006718951,0.00013060901,0.0009425249,0.0004180461],"domain_scores_gemma":[0.99752,0.00039696103,0.00015857958,0.00007316785,0.0016517265,0.00019941806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018958362,0.00069589633,0.0005385646,0.0043297913,0.0017509984,0.0027064995,0.00069331034,0.0003202714,0.0015544492],"category_scores_gemma":[0.004647851,0.00034696158,0.00088942423,0.0088700345,0.0006108013,0.00069402036,0.00081289205,0.00035269067,0.00013610614],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071078545,0.00017535703,0.4774331,0.0005989782,0.00059791433,0.0006903138,0.0016839942,0.35447302,0.004865446,0.013499413,0.0073465267,0.13792521],"study_design_scores_gemma":[0.000054164357,0.00018050121,0.5433448,0.00018131209,0.0002596049,0.0001116813,0.01141747,0.41900927,0.004191889,0.0019917786,0.019036455,0.00022103114],"about_ca_topic_score_codex":0.9872685,"about_ca_topic_score_gemma":0.99051815,"teacher_disagreement_score":0.04564541,"about_ca_system_score_codex":0.04564541,"about_ca_system_score_gemma":0.052706808,"threshold_uncertainty_score":0.33118218},"labels":[],"label_agreement":null},{"id":"W4416159922","doi":"10.4236/ajibm.2025.1511087","title":"Research on the Nonlinear Impact of Investor Sentiment on Stock Returns Based on Deep Learning and Text Mining","year":2025,"lang":"","type":"article","venue":"American Journal of Industrial and Business Management","topic":"Stock Market Forecasting Methods","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Sentiment analysis; Stock market; Stock (firearms); Deep learning; sort; Empirical research; Investment decisions; Support vector machine","score_opus":0.17479109391234013,"score_gpt":0.44311336189772277,"score_spread":0.2683222679853826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416159922","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72110444,0.006198965,0.25834805,0.0026269767,0.00018772125,0.00009928081,0.0006250784,0.00024148752,0.010567934],"genre_scores_gemma":[0.9704588,0.0035747394,0.023530163,0.00013973938,0.00013851789,0.000026671965,0.00039019252,0.000018026132,0.0017231237],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995677,0.0001174232,0.000042090323,0.00008925031,0.00013890424,0.000044573415],"domain_scores_gemma":[0.9972851,0.0018617313,0.00034678794,0.000113982176,0.00034263596,0.000049742066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012474486,0.0004805411,0.00036772713,0.0014448521,0.0001839699,0.0009889968,0.00036055633,0.00035393712,0.0008508632],"category_scores_gemma":[0.005558904,0.00019503637,0.0005344898,0.0017161856,0.00029988756,0.0020455585,0.00032474098,0.00061750866,0.00019872899],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001939258,0.00036666516,0.20149596,0.000794292,0.0004820973,0.0006098054,0.00075772684,0.08460888,0.017672839,0.024170527,0.0030931104,0.6657542],"study_design_scores_gemma":[0.000010474458,0.00011204681,0.09051004,0.00012482857,0.00015350808,0.00016597769,0.00024827113,0.88268214,0.006698771,0.016199075,0.003058134,0.000036669757],"about_ca_topic_score_codex":0.002150247,"about_ca_topic_score_gemma":0.0027857942,"teacher_disagreement_score":0.002150247,"about_ca_system_score_codex":0.00043582643,"about_ca_system_score_gemma":0.0004570063,"threshold_uncertainty_score":0.006597221},"labels":[],"label_agreement":null}]}