{"id":"W4366515931","doi":"10.7202/1098136ar","title":"Poizat, G. et Flandin, S. (dir.). (2022). Conception – Recherche – Activité – Formation – Travail. Octarès","year":2023,"lang":"fr","type":"article","venue":"Nouveaux cahiers de la recherche en éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007758341,0.001691148,0.001099791,0.002459491,0.003729905,0.007626939,0.001374137,0.007533731,0.02614641],"category_scores_gemma":[0.01334578,0.001164154,0.000856211,0.002934934,0.005669537,0.01248465,0.00398571,0.01201631,0.02085274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005393615,"about_ca_system_score_gemma":0.007876304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03010917,"about_ca_topic_score_gemma":0.03490556,"domain_scores_codex":[0.9937513,0.003012143,0.0004396211,0.0007182012,0.001637945,0.0004407825],"domain_scores_gemma":[0.9940706,0.002862707,0.0006323512,0.0002093557,0.001654347,0.0005707489],"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":[0.00008090152,0.00001490911,0.0004957189,0.000576028,0.0000152782,0.0001086686,0.001868215,0.00006000732,0.0001862257,0.04065129,0.8394613,0.1164814],"study_design_scores_gemma":[0.000008383106,0.00001314186,0.0007463535,0.0006672136,0.000007301159,0.0001455602,0.0007637439,0.00002769452,0.0001534743,0.006856904,0.9905956,0.00001467838],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0004412795,0.6896467,0.002558184,0.2553542,0.02714447,0.00003937628,0.000459202,0.0001157115,0.02424093],"genre_scores_gemma":[0.0280048,0.7366971,0.007770944,0.04532395,0.01720182,0.0003363377,0.0009602914,0.000586335,0.1631184],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03010917,"threshold_uncertainty_score":0.08746845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4637393310500758,"score_gpt":0.5279174369980576,"score_spread":0.06417810594798184,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}