{"id":"W1944191906","doi":"10.3917/agora.065.0093","title":"Normes sociales et imprévisibilités biographiques","year":2013,"lang":"fr","type":"article","venue":"Agora débats/jeunesses","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Political science; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002886461,0.000396883,0.0004674061,0.0002141004,0.001127228,0.000327189,0.0005533082,0.000563692,0.002347838],"category_scores_gemma":[0.001695113,0.0004058269,0.0002968473,0.001112354,0.005318316,0.001516738,0.00007811507,0.0004116536,0.0008197907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001536404,"about_ca_system_score_gemma":0.001078541,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02477636,"about_ca_topic_score_gemma":0.002935481,"domain_scores_codex":[0.9956787,0.001751403,0.000602896,0.0006374703,0.0004585282,0.0008709913],"domain_scores_gemma":[0.993821,0.004428635,0.0003436871,0.0003467279,0.0007838535,0.0002760843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003212713,0.0004691665,0.09218902,0.0001812367,0.0001977167,0.000001675557,0.08409667,0.000002978831,0.0002626149,0.7644109,0.04129825,0.01688662],"study_design_scores_gemma":[0.0003483247,0.00016497,0.146233,0.0002288007,0.0001298331,0.000006285631,0.3097537,0.00001459996,0.0001933991,0.3103474,0.231679,0.0009007475],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8064038,0.01544312,0.0001530363,0.1420173,0.007533542,0.000646378,0.00007032011,0.0002666416,0.0274658],"genre_scores_gemma":[0.9679547,0.01508314,0.002940114,0.002556468,0.005083543,0.0002001942,0.0001271637,0.00004920395,0.006005462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4540635,"threshold_uncertainty_score":0.9999582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3374393809061962,"score_gpt":0.487893472137815,"score_spread":0.1504540912316187,"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."}}