{"id":"W3164195100","doi":"10.3917/vst.150.0097","title":"Un mois en MECS","year":2021,"lang":"fr","type":"article","venue":"VST - Vie sociale et traitements","topic":"Social Policies and Family","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Humanities; Political science; Physics; Art","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001096386,0.0003612601,0.0005340398,0.00005655808,0.001220405,0.0002018496,0.0004685925,0.0005756698,0.003514451],"category_scores_gemma":[0.0003425718,0.0004502986,0.0004804723,0.001338594,0.0007243132,0.0004745523,0.0002100056,0.0004674664,0.0009192523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005850694,"about_ca_system_score_gemma":0.001236026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006013425,"about_ca_topic_score_gemma":0.006651747,"domain_scores_codex":[0.9955101,0.001252185,0.0006081038,0.0005429477,0.0009877937,0.001098893],"domain_scores_gemma":[0.9985616,0.0003189498,0.0002481572,0.0002659421,0.0002662187,0.0003390886],"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":[0.000009349609,0.0008765228,0.002631139,0.00009989839,0.0005757402,0.00008479717,0.07939431,0.000007615109,0.0004121157,0.3453445,0.06696422,0.5035998],"study_design_scores_gemma":[0.0008033366,0.00004827302,0.01476871,0.00008836327,0.0001759537,0.000001519182,0.02399432,0.000008537891,0.0001284417,0.02499876,0.9345193,0.0004644824],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1373471,0.02301635,0.0002910061,0.1106818,0.01300001,0.000727913,0.0006472425,0.0002202759,0.7140683],"genre_scores_gemma":[0.8330749,0.02483615,0.001811902,0.02949313,0.007379521,0.00009469999,0.0001838764,0.0001520328,0.1029738],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8675551,"threshold_uncertainty_score":0.9998586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0349280151306773,"score_gpt":0.3371463359981542,"score_spread":0.302218320867477,"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."}}