{"id":"W2058227129","doi":"10.7202/017665ar","title":"L’instrumentation biographique du risque","year":2008,"lang":"fr","type":"article","venue":"Politique et Sociétés","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","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":[0.01229655,0.0008512167,0.0005729148,0.006498103,0.004016431,0.01199543,0.001448257,0.002613383,0.02252487],"category_scores_gemma":[0.03900559,0.000560476,0.0006054441,0.004447064,0.02457961,0.01338318,0.004960797,0.004253104,0.003074949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006198797,"about_ca_system_score_gemma":0.005346688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00505384,"about_ca_topic_score_gemma":0.004428643,"domain_scores_codex":[0.9877586,0.006778307,0.0004484077,0.001642527,0.002997073,0.0003751057],"domain_scores_gemma":[0.9483534,0.03535207,0.00438266,0.006519239,0.004813926,0.000578651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002460012,0.00002133731,0.002603036,0.000258515,0.00002235796,0.0001128889,0.01327476,0.0002816704,0.0007180133,0.9408309,0.004950152,0.03690175],"study_design_scores_gemma":[0.00001929794,0.00007152148,0.008015105,0.0009779739,0.00006639753,0.0005815704,0.01665649,0.001301857,0.002223783,0.5448312,0.4251831,0.00007162872],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03902743,0.009725204,0.1991854,0.05667729,0.002557716,0.0003909484,0.0009245831,0.0004539988,0.6910575],"genre_scores_gemma":[0.8562529,0.008144213,0.04534488,0.00442588,0.001839582,0.0008395044,0.0005015334,0.000514157,0.08213741],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02252487,"threshold_uncertainty_score":0.07535315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3277502839872435,"score_gpt":0.5322235877583645,"score_spread":0.2044733037711211,"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."}}