{"meta":{"query_hash":"6b0e50a1ffe6","filters":{"venue":"Management & Data Science"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"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/6b0e50a1ffe6","api":"https://metacan.xera.ac/api/v1/cohort?venue=Management+%26+Data+Science"},"results":[{"id":"W3127578894","doi":"10.36863/mds.a.15817","title":"COMMENT FORMER DES MANAGERS ? ITW AVEC HENRY MINTZBERG","year":2021,"lang":"fr","type":"article","venue":"Management & Data Science","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"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":"Humanities; Political science; Art","score_opus":0.3319858574764188,"score_gpt":0.47193672614146537,"score_spread":0.13995086866504658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127578894","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00079383655,0.0148297725,0.00028655445,0.9552404,0.0156166535,0.000008419516,0.000028312565,0.000027392793,0.0131686],"genre_scores_gemma":[0.060345165,0.031883106,0.0011323597,0.47189403,0.02652081,0.00011496439,0.0000739796,0.00032641328,0.4077092],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948303,0.001780118,0.000164657,0.0011448414,0.0014550005,0.00062508165],"domain_scores_gemma":[0.9928387,0.0025455393,0.00058042275,0.0002553289,0.001263854,0.0025162979],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050611817,0.0006349195,0.00054009084,0.0007075881,0.008736844,0.010523102,0.001100471,0.005559492,0.018505031],"category_scores_gemma":[0.01743808,0.00053625647,0.00024319459,0.0009702293,0.0052455156,0.011974551,0.0036577226,0.015821472,0.005865594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013696507,0.0000137966645,0.0002865077,0.0000399112,0.000003424169,0.00011760136,0.0038713398,0.000019976289,0.00006834057,0.02100055,0.9597485,0.014816329],"study_design_scores_gemma":[0.000004056931,0.000008979905,0.00035199465,0.00014512664,0.0000018509779,0.000111978254,0.004837465,0.000033397308,0.00007653599,0.0055965395,0.9888176,0.000014479286],"about_ca_topic_score_codex":0.023272505,"about_ca_topic_score_gemma":0.030005062,"teacher_disagreement_score":0.023272505,"about_ca_system_score_codex":0.007912403,"about_ca_system_score_gemma":0.00924233,"threshold_uncertainty_score":0.061905503},"labels":[],"label_agreement":null}]}