{"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":"22270929fe66","filters":{"venue":"Philosophy of Management"}},"results":[{"id":"W3157078397","doi":"10.1007/s40926-021-00174-0","title":"Young’s Social Connection Model and Corporate Responsibility","year":2021,"lang":"en","type":"article","venue":"Philosophy of Management","topic":"Political Philosophy and Ethics","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Corporate social responsibility; Connection (principal bundle); Outsourcing; Social responsibility; International political economy; Sociology; Public relations; Corporate governance; Environmental ethics; Political economy; Law and economics; Political science; Politics; Law; Economics; Management; Engineering","authors":[{"name":"Robert Phillips","is_ca":true},{"name":"Judith Schrempf‐Stirling","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1360134551136891,"gpt":0.3391789274626399,"spread":0.2031654723489508,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009179074,0.00008651723,0.0001593772,0.00005277514,0.0004257846,0.00002937244,0.0001047236,0.00009353847,0.00003454959],"category_scores_gemma":[0.0001583844,0.00009772473,0.00006602865,0.0001989468,0.0005964112,0.0001313823,0.0001128865,0.0001310061,0.000008356657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006382937,"about_ca_system_score_gemma":0.00007971362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007163706,"about_ca_topic_score_gemma":0.00008747131,"domain_scores_codex":[0.9986851,0.0002506206,0.0002087626,0.0002604384,0.0003789687,0.0002160825],"domain_scores_gemma":[0.9994183,0.00007438879,0.0001036836,0.0001550123,0.0001538276,0.00009474823],"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":[0.00004929042,0.00008904837,0.0002069172,0.00008658888,0.00003293587,0.000009587703,0.001697803,0.00002164503,0.00003368763,0.9970652,0.0002041006,0.0005031384],"study_design_scores_gemma":[0.0002407867,0.00001718447,0.001964917,0.00001502472,0.00004009722,4.185108e-7,0.0007135672,0.0003310834,0.00007307756,0.9956182,0.0008831474,0.0001025433],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1120442,0.0001217215,0.0007135629,0.04580497,0.0002775646,0.0002439336,0.00002842682,0.00007299875,0.8406926],"genre_scores_gemma":[0.9975922,0.0001065369,0.0006485012,0.0005461408,0.0002336626,0.000008084638,0.000005342622,0.000006296817,0.0008532586],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.885548,"threshold_uncertainty_score":0.3985099,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2066543239","doi":"10.5840/pom20055129","title":"Opening People to Possibilities: A Heideggerian Approach to Leadership","year":2005,"lang":"en","type":"article","venue":"Philosophy of Management","topic":"Phenomenology and Existential Philosophy","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"International political economy; Political science; Political economy; Sociology; Politics; Law","authors":[{"name":"Arthur A. Krentz","is_ca":true},{"name":"David Cruise Malloy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1076053082952707,"gpt":0.3091402239937695,"spread":0.2015349156984988,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004146743,0.0002741605,0.0004205526,0.0004179406,0.0001266967,0.00002676503,0.000739506,0.00009286842,0.000511287],"category_scores_gemma":[0.00001623546,0.0002914014,0.0001415518,0.0004923401,0.00006882656,0.0001283527,0.0003420067,0.000162698,0.001956751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007852697,"about_ca_system_score_gemma":0.000007657568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005979474,"about_ca_topic_score_gemma":0.00001403587,"domain_scores_codex":[0.9977942,0.0001088555,0.0004957211,0.0007215996,0.0002808411,0.0005988233],"domain_scores_gemma":[0.99868,0.00003652694,0.0001054706,0.0008804318,0.00004581236,0.0002517732],"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":[0.0007507511,0.001202374,0.0002256854,0.0002883365,0.0006009504,0.00001065438,0.02462293,0.001140628,0.00007200734,0.9503608,0.008564449,0.01216042],"study_design_scores_gemma":[0.01053472,0.004271714,0.0558858,0.0005316028,0.0008044906,0.0000633136,0.04584966,0.0002084377,0.0005898721,0.7136161,0.1632902,0.00435407],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05382328,0.0002421995,0.002369087,0.02828084,0.0004721506,0.001259737,0.00001773468,0.0001272393,0.9134077],"genre_scores_gemma":[0.9783381,0.00000200451,0.01060191,0.006211754,0.0006524349,0.0003102882,0.0000142222,0.00003946705,0.003829776],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9245149,"threshold_uncertainty_score":0.9999538,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4288715938","doi":"10.1007/s40926-022-00207-2","title":"Rational Egoism Virtue-Based Ethical Beliefs and Subjective Happiness: An Empirical Investigation","year":2022,"lang":"en","type":"article","venue":"Philosophy of Management","topic":"Leadership, Courage, and Heroism Studies","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University; Ontario Tech University","funders":"Nipissing University","keywords":"Ethical egoism; Happiness; Virtue; International political economy; Altruism (biology); Epistemology; Positive economics; Objectivism; Virtue ethics; Environmental ethics; Psychology; Philosophy; Economics; Social psychology; Sociology; Political science; Law","authors":[{"name":"Jeffrey Overall","is_ca":true},{"name":"Steven A. Gedeon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08180399653667668,"gpt":0.3368745494730324,"spread":0.2550705529363557,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005598555,0.0001596693,0.0002124828,0.0001962545,0.0003355269,0.00001596322,0.0001790448,0.00007812643,0.0003025621],"category_scores_gemma":[0.00001715476,0.0001657432,0.00005933996,0.0002157883,0.0002888055,0.00006736564,0.0001403392,0.0004002975,0.00001705572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006173622,"about_ca_system_score_gemma":0.00002345732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003749003,"about_ca_topic_score_gemma":0.00001028347,"domain_scores_codex":[0.9982565,0.0003901531,0.0002803407,0.000422187,0.0004706093,0.0001802349],"domain_scores_gemma":[0.9993559,0.0001282983,0.0001251118,0.0002551674,0.00005800204,0.00007759364],"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":[0.0006463124,0.001092633,0.01470279,0.0002951799,0.0006868796,0.00007839788,0.03909978,0.0005406613,0.0001139229,0.9294028,0.01040402,0.002936602],"study_design_scores_gemma":[0.005367994,0.001835747,0.3901563,0.00005219811,0.0002639112,0.00001003227,0.03123971,0.0008519552,0.0001013594,0.5620426,0.007343883,0.0007342987],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7522035,0.0008061237,0.002346422,0.1798775,0.00107288,0.001439389,0.00007881617,0.0002112552,0.06196419],"genre_scores_gemma":[0.9948701,0.000005131353,0.0004898336,0.003845325,0.0002420102,0.0002662124,0.00005364837,0.00001770656,0.0002100036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3754535,"threshold_uncertainty_score":0.6758812,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403741889","doi":"10.1007/s40926-024-00327-x","title":"Unveiling the paradox of organizational justice: an integrative categorization bridging economic and deontic perspectives","year":2024,"lang":"en","type":"article","venue":"Philosophy of Management","topic":"Ethics in Business and Education","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Deontic logic; Categorization; Bridging (networking); International political economy; Economic Justice; Sociology; Epistemology; Political science; Positive economics; Economics; Philosophy; Law; Computer science; Politics","authors":[{"name":"Oussama R′biaa","is_ca":true},{"name":"Julie Dextras-Gauthier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0865626550790431,"gpt":0.3784152653594414,"spread":0.2918526102803983,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001167421,0.0000818931,0.0001230911,0.0002289049,0.0001247792,0.000142805,0.0002544369,0.00002504793,0.00009473792],"category_scores_gemma":[0.0002859246,0.00005332788,0.00002888292,0.0004095368,0.000188669,0.0003257864,0.00008160074,0.00007724926,0.00001358648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004723494,"about_ca_system_score_gemma":0.00006260062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002428863,"about_ca_topic_score_gemma":0.00001116969,"domain_scores_codex":[0.9988858,0.00007607484,0.0003360988,0.0002840178,0.0003490698,0.00006892426],"domain_scores_gemma":[0.9988873,0.0005048732,0.0001369713,0.0002279243,0.0002209829,0.00002192512],"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":[0.000006455312,0.00003233812,0.0005337228,0.0001100958,0.00003870859,4.856499e-7,0.008444969,0.002134396,0.00003762432,0.9828625,0.0001555352,0.005643156],"study_design_scores_gemma":[0.00008415372,0.0000337866,0.01246681,0.0001183147,0.0001048766,0.000001765783,0.02030251,0.04038964,0.0002234517,0.9260337,0.0001507292,0.00009023619],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6927621,0.005789303,0.2301235,0.03493628,0.002932827,0.0008525205,0.00003354864,0.00008344188,0.03248645],"genre_scores_gemma":[0.9984475,0.0003117128,0.0008607666,0.00003707562,0.0002002826,0.000006059402,0.000006528915,0.000007758301,0.0001223434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3056854,"threshold_uncertainty_score":0.2174648,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}