{"id":"W1982769415","doi":"10.4000/formationemploi.2818","title":"Postface","year":2010,"lang":"fr","type":"article","venue":"Formation emploi","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré de Santé et Services Sociaux de Chaudière-Appalache","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001691824,0.0000997833,0.00009781251,0.00005572426,0.0006636464,0.00006202362,0.0001931454,0.0002384322,0.001885134],"category_scores_gemma":[0.0005974604,0.0001127002,0.00006596375,0.0002776021,0.0008143425,0.001046511,0.00001520621,0.0003290624,0.001645941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005109392,"about_ca_system_score_gemma":0.000193939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000305425,"about_ca_topic_score_gemma":0.0003816123,"domain_scores_codex":[0.9988586,0.0002387773,0.0002573752,0.0001283256,0.0002280285,0.0002888526],"domain_scores_gemma":[0.9989375,0.0004300379,0.0001505417,0.0001394618,0.0002229746,0.0001194381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001047957,0.00005966489,0.002073592,0.00002754181,0.00001264178,1.269007e-7,0.09156466,0.000006611029,0.0001996667,0.8688741,0.0196449,0.0175355],"study_design_scores_gemma":[0.000138057,0.00002642541,0.0129555,0.00001954199,0.00001669822,0.000006910119,0.04337489,0.0001171412,0.00007185328,0.01818725,0.9249206,0.0001651455],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.667172,0.0005312649,0.001752514,0.1206759,0.02488087,0.0002769869,0.00003584774,0.0001349856,0.1845396],"genre_scores_gemma":[0.9647316,0.0003035317,0.005578286,0.001101262,0.00534224,0.00002245358,0.00008622088,0.00001186,0.0228225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9052757,"threshold_uncertainty_score":0.9991314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2119421584950584,"score_gpt":0.4707121628073919,"score_spread":0.2587700043123335,"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."}}