{"id":"W2049628912","doi":"10.4000/ries.1338","title":"Présentation","year":2005,"lang":"fr","type":"article","venue":"Revue internationale d éducation de Sèvres","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Réseau Technoscience","funders":"","keywords":"Political science; Humanities; 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":[0.002082972,0.000176095,0.0001592818,0.0001907101,0.0004170777,0.0001140846,0.0003693908,0.0002201598,0.003248032],"category_scores_gemma":[0.00174031,0.0002336747,0.0001364452,0.0003610288,0.0006496962,0.0007683279,0.00002279477,0.0002455237,0.001111398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001219805,"about_ca_system_score_gemma":0.0008101312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007755755,"about_ca_topic_score_gemma":0.001071764,"domain_scores_codex":[0.9977518,0.0007026853,0.0004853146,0.0003573544,0.0003281267,0.0003747321],"domain_scores_gemma":[0.9972424,0.001543371,0.0003321141,0.0001883273,0.0005330612,0.0001607369],"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":[0.000003664767,0.0003799931,0.007706067,0.0000543887,0.00008306828,4.59771e-7,0.07675348,0.0005925908,0.00005817538,0.7879348,0.05731706,0.06911629],"study_design_scores_gemma":[0.0002184222,0.00002379115,0.02441643,0.0001711555,0.00004470213,0.00002351665,0.03121393,0.00121671,0.00009309867,0.01509178,0.9272357,0.0002507368],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2504534,0.006193564,0.003352363,0.4993071,0.03082193,0.0004436158,0.00005475261,0.0001376863,0.2092355],"genre_scores_gemma":[0.6530027,0.004362309,0.01362478,0.001958696,0.04724388,0.000137365,0.0002318276,0.00003238437,0.2794061],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8699186,"threshold_uncertainty_score":0.9996663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2854021872856415,"score_gpt":0.4956809993389928,"score_spread":0.2102788120533513,"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."}}