{"id":"W1963554885","doi":"10.4000/formationemploi.2025","title":"Postface","year":2009,"lang":"fr","type":"article","venue":"Formation emploi","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Historical Studies in Education","funders":"","keywords":"Humanities; Sociology; 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":[],"category_scores_codex":[0.001272504,0.0001019652,0.0001080289,0.00005768093,0.0005868862,0.00005523914,0.0001616468,0.0001671364,0.0006194654],"category_scores_gemma":[0.0003114087,0.0001164483,0.00006910474,0.0003327338,0.0003660383,0.001090478,0.000006263394,0.0001452723,0.001029484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001297651,"about_ca_system_score_gemma":0.0001427732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001011118,"about_ca_topic_score_gemma":0.00002662223,"domain_scores_codex":[0.9987425,0.0003275123,0.0002717711,0.000125262,0.0002351502,0.0002977817],"domain_scores_gemma":[0.9992076,0.0002537996,0.0001458043,0.0001107724,0.0001783794,0.0001036482],"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":[0.000001750632,0.00008368376,0.0004138726,0.00001559019,0.000009839016,1.969705e-7,0.1043856,0.00003528635,0.00002361577,0.811999,0.03118233,0.05184927],"study_design_scores_gemma":[0.0002117432,0.0001178187,0.02839313,0.00005992173,0.00002397927,0.00000656255,0.06447151,0.0001650415,0.00003798626,0.05694898,0.8493353,0.0002280996],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2337027,0.00380442,0.006228306,0.3965269,0.009870132,0.0004280806,0.00003336365,0.0002266331,0.3491795],"genre_scores_gemma":[0.9679841,0.0009123247,0.003375855,0.003577616,0.003302563,0.000007833487,0.00008427929,0.000006520795,0.02074888],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8181529,"threshold_uncertainty_score":0.9997483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2560610669422865,"score_gpt":0.4791547422439268,"score_spread":0.2230936753016403,"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."}}