{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"919a7b023734","filters":{"venue":"Corporate Governance and Organizational Behavior Review"}},"results":[{"id":"W4389141314","doi":"10.22495/cgobrv7i4sip4","title":"The interaction between rationality, politics and artificial intelligence in the decision-making process","year":2023,"lang":"en","type":"article","venue":"Corporate Governance and Organizational Behavior Review","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec en Outaouais","funders":"Université du Québec en Outaouais","keywords":"Rationality; Conceptualization; Big data; Politics; Rational planning model; Corporate governance; Computer science; Process (computing); Management science; Knowledge management; Artificial intelligence; Political science; Management; Economics","authors":[{"name":"Raef Gouiaa","is_ca":true},{"name":"Anna Bazarna","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05474363522212445,"gpt":0.327898364701722,"spread":0.2731547294795976,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01747003,0.0006182295,0.0008326457,0.002809453,0.001537153,0.009137628,0.001205013,0.002532249,0.00190414],"category_scores_gemma":[0.01659513,0.0004803677,0.0006120667,0.003474258,0.02237746,0.008151351,0.002670121,0.003750821,0.0004190261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004652645,"about_ca_system_score_gemma":0.0060151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003368797,"about_ca_topic_score_gemma":0.003154036,"domain_scores_codex":[0.9818856,0.01234309,0.0006895447,0.001036718,0.003175506,0.0008694706],"domain_scores_gemma":[0.9628373,0.03146942,0.002316424,0.001201368,0.001736896,0.0004384652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001227712,0.0000181001,0.0008537199,0.0005870758,0.00005226011,0.00009564519,0.001766472,0.002168853,0.0001545224,0.9634464,0.001189816,0.02965474],"study_design_scores_gemma":[0.00001145019,0.00003765235,0.002326094,0.001357611,0.0000368173,0.0001323914,0.002432282,0.00198949,0.0002900941,0.9120247,0.07931037,0.00005095922],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.060819,0.3128268,0.2066137,0.1010366,0.001599356,0.0001968935,0.0001360988,0.0001179881,0.3166536],"genre_scores_gemma":[0.854274,0.1097932,0.02410919,0.005648226,0.001329378,0.0001699367,0.00006488828,0.00005005683,0.004561157],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01747003,"threshold_uncertainty_score":0.09239149,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4225680545","doi":"10.22495/cgobrv6i1p14","title":"The impact of active labour policies on economic growth","year":2022,"lang":"en","type":"article","venue":"Corporate Governance and Organizational Behavior Review","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Workforce; Unemployment; Economics; Order (exchange); Agency (philosophy); Unemployment rate; Descriptive statistics; Active labour market policies; Gross domestic product; Quarter (Canadian coin); Workfare; Labour economics; Economic growth; Welfare; Sociology; Finance; Statistics","authors":[{"name":"Donat Rexha","is_ca":false},{"name":"Besime Ziberi","is_ca":false},{"name":"Alban Hetemi","is_ca":false},{"name":"Eda Gorda","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02999067411594923,"gpt":0.2573079402264706,"spread":0.2273172661105214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001148537,0.0002190998,0.0001847442,0.0008408889,0.0004797268,0.001498685,0.000242116,0.0003408933,0.002310728],"category_scores_gemma":[0.002551899,0.00006095948,0.0001972491,0.0009389651,0.000704275,0.0009277278,0.001227693,0.000512335,0.0001966343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001430175,"about_ca_system_score_gemma":0.001712164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00749863,"about_ca_topic_score_gemma":0.008362834,"domain_scores_codex":[0.9992476,0.0002489719,0.00004358121,0.00006794107,0.0001271961,0.0002647135],"domain_scores_gemma":[0.9988949,0.0003119485,0.0004495375,0.00004237952,0.0001534982,0.0001477922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000572593,0.0004965323,0.4013586,0.002058889,0.0003528215,0.001361904,0.003517981,0.02220268,0.004769675,0.2556185,0.007356043,0.3003338],"study_design_scores_gemma":[0.00002363912,0.0003090793,0.8977976,0.001070989,0.0001179302,0.000207449,0.005586683,0.004366938,0.001175231,0.02824708,0.06106197,0.00003534666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9099417,0.02086352,0.001574913,0.006307563,0.0001405601,0.00003682005,0.0006592412,0.00002007136,0.06045564],"genre_scores_gemma":[0.9936482,0.004474324,0.0001536599,0.0001793997,0.00006896518,0.00000948033,0.0001630801,0.000003734222,0.001299229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00749863,"threshold_uncertainty_score":0.01490992,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385153259","doi":"10.22495/cgobrv7i3editorial","title":"Editorial: Can gender equality and auditing be ESG issues?","year":2023,"lang":"en","type":"editorial","venue":"Corporate Governance and Organizational Behavior Review","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"License; Corporate governance; Download; Attribution; Audit; Work (physics); Public relations; Political science; Corporate social responsibility; Business; Accounting; Computer science; Engineering; Psychology; Law; Social psychology","authors":[{"name":"Adelphe Ekponon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05957517058496889,"gpt":0.3126745498072362,"spread":0.2530993792222673,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008571612,0.003386903,0.004096411,0.004182276,0.003787006,0.007353486,0.003996763,0.01826848,0.01259771],"category_scores_gemma":[0.04131984,0.001098478,0.002060641,0.001932625,0.003388867,0.004374097,0.001609179,0.01543456,0.01179604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003152785,"about_ca_system_score_gemma":0.005229348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002052505,"about_ca_topic_score_gemma":0.004389781,"domain_scores_codex":[0.9913772,0.001437645,0.001071073,0.0008598128,0.004757228,0.0004969374],"domain_scores_gemma":[0.9624875,0.01591605,0.002063106,0.0007856443,0.01553794,0.003209714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002718809,0.000008855871,0.00002137608,0.000176911,0.000008960415,0.0001174497,0.00001599768,0.00001809194,0.00003380767,0.0002093951,0.9956436,0.003718358],"study_design_scores_gemma":[0.00006455988,0.00004561964,0.0003788284,0.001048069,0.0000646555,0.0006268871,0.0001163613,0.0001901979,0.0001910208,0.001790811,0.9954522,0.00003077594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003720013,0.004071089,0.00009162065,0.03246232,0.962281,0.00001686524,0.00004043963,0.00004061851,0.0009588666],"genre_scores_gemma":[0.0008442684,0.005003668,0.0001076713,0.02232252,0.9653106,0.00002817009,0.00003659002,0.00004182962,0.00630465],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01826848,"threshold_uncertainty_score":0.04533154,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390355411","doi":"10.22495/cgobrv7i4sieditorial","title":"Editorial: Pairing old with the new: Firm performance, ESG, and big data","year":2023,"lang":"en","type":"editorial","venue":"Corporate Governance and Organizational Behavior Review","topic":"Business and Economic Development","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Pairing; Business; Big data; Computer science; Data mining; Physics; Condensed matter physics","authors":[{"name":"Azadeh Babaghaderi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03199633162256537,"gpt":0.2201750369780769,"spread":0.1881787053555116,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01170502,0.004399992,0.006128088,0.005683606,0.006236464,0.01217943,0.005539077,0.02393484,0.01791843],"category_scores_gemma":[0.04880673,0.001619558,0.003644695,0.00330158,0.003848232,0.006102847,0.002130697,0.02722188,0.01596477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004093931,"about_ca_system_score_gemma":0.0067534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003466805,"about_ca_topic_score_gemma":0.01097335,"domain_scores_codex":[0.9911932,0.001598426,0.0009956638,0.001155672,0.004507741,0.0005493103],"domain_scores_gemma":[0.951949,0.0228197,0.002514768,0.001281194,0.01610917,0.005326095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001931315,0.000008577467,0.00001738305,0.000085044,0.00001172329,0.00004396932,0.000007456818,0.00001315548,0.00002351296,0.0001712595,0.9977922,0.001806309],"study_design_scores_gemma":[0.0001463285,0.00004143453,0.0004762457,0.0009204118,0.00008316941,0.0002235508,0.00007282453,0.0002946798,0.0001165631,0.002598265,0.9949853,0.00004117907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002253642,0.002087438,0.00009477048,0.04258742,0.9540809,0.00002482944,0.00007682948,0.0000543791,0.0009708366],"genre_scores_gemma":[0.0002388176,0.001764996,0.00009002242,0.02755,0.9660144,0.00002960773,0.00003552294,0.00004078065,0.004235876],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02393484,"threshold_uncertainty_score":0.06190282,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}