{"id":"W4229558620","doi":"10.7202/1014232ar","title":"Nouveautés en bref","year":2012,"lang":"fr","type":"article","venue":"Circuit Musiques contemporaines","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001655398,0.0004271332,0.0006381069,0.00009965884,0.0008454708,0.0001289433,0.0004721485,0.0005044827,0.001313022],"category_scores_gemma":[0.0007144975,0.0004536785,0.0003478558,0.0006190973,0.001648369,0.001044489,0.0001333707,0.000373375,0.0007581654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007158598,"about_ca_system_score_gemma":0.0002564393,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01390147,"about_ca_topic_score_gemma":0.001491729,"domain_scores_codex":[0.9963806,0.0008489904,0.0005478279,0.000388109,0.0005686333,0.001265849],"domain_scores_gemma":[0.9980872,0.0005386802,0.0002547017,0.0003078858,0.0002835152,0.0005280358],"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":[0.000003246302,0.0002191294,0.008060132,0.00007454897,0.0001352627,0.00001042428,0.1984004,1.239142e-7,0.0000332737,0.7178441,0.05775236,0.01746703],"study_design_scores_gemma":[0.0002718521,0.00005343492,0.004363968,0.0001292361,0.00007030964,0.000005397802,0.01123608,0.000003995694,0.00002376684,0.05218875,0.9311188,0.0005344309],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01543012,0.1799649,0.0002484703,0.008546543,0.01183328,0.0004674117,0.00004560912,0.0002628047,0.7832009],"genre_scores_gemma":[0.7884597,0.003207676,0.0000781515,0.001556711,0.009564021,0.0000521645,0.00001314432,0.00004752743,0.1970209],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8733664,"threshold_uncertainty_score":0.9997915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08705743745314475,"score_gpt":0.2928001625923588,"score_spread":0.205742725139214,"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."}}