{"id":"W2607594116","doi":"10.3917/cca.231.0127","title":"La revue des livres","year":2017,"lang":"fr","type":"article","venue":"Comptabilité - Contrôle - Audit","topic":"Social Policies and Family","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Humanities","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":["sts","insufficient_payload"],"category_scores_codex":[0.001291996,0.0003300535,0.0006054321,0.00004107171,0.00416436,0.0007011344,0.001429021,0.0005000207,0.00167376],"category_scores_gemma":[0.002502478,0.0003646015,0.0004047543,0.000168818,0.00786868,0.0006174163,0.0003789985,0.0004462339,0.001030816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003389239,"about_ca_system_score_gemma":0.0002805057,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03316034,"about_ca_topic_score_gemma":0.01254789,"domain_scores_codex":[0.9970395,0.0006374969,0.0004590543,0.0005256658,0.0003612376,0.0009770581],"domain_scores_gemma":[0.9966844,0.001058873,0.0004443653,0.001152115,0.0002583789,0.0004018176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005255518,0.0005792433,0.05007513,0.0003112679,0.0001846296,0.00007005358,0.03621904,0.00001522935,0.0001351985,0.3213281,0.08607145,0.5049581],"study_design_scores_gemma":[0.0005475515,0.00008821064,0.2440814,0.0002113555,0.00007646719,0.000005426733,0.003825518,0.0001120157,0.00001155216,0.06251397,0.6881589,0.0003676924],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4784532,0.04213453,0.0001755528,0.04817424,0.00925643,0.0007048087,0.0001149246,0.0001906602,0.4207956],"genre_scores_gemma":[0.9398615,0.004210541,0.0002394875,0.0007683431,0.004267015,0.00004080866,0.000003333507,0.0000426793,0.05056634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6020874,"threshold_uncertainty_score":0.9998806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06529171083421766,"score_gpt":0.3364610130460334,"score_spread":0.2711693022118157,"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."}}