{"id":"W4220731371","doi":"10.4000/ree.10451","title":"Dispositifs et activité en éducation, formation, orientation","year":2022,"lang":"fr","type":"paratext","venue":"Recherches en éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004040291,0.0004714114,0.0003638278,0.002102604,0.006063226,0.009365826,0.0009790391,0.001386702,0.0165661],"category_scores_gemma":[0.004260844,0.0002731638,0.0003232466,0.002469212,0.01437263,0.003881765,0.003637863,0.002425819,0.001367086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02441029,"about_ca_system_score_gemma":0.02710507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4877819,"about_ca_topic_score_gemma":0.5841917,"domain_scores_codex":[0.9972026,0.0008317819,0.00008966716,0.0003987224,0.0007977714,0.0006794143],"domain_scores_gemma":[0.9961309,0.001124699,0.0004533938,0.0002589186,0.001237274,0.0007948344],"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":[0.0000771796,0.0001695088,0.05347345,0.0003696631,0.0000536172,0.0005488607,0.117913,0.001297453,0.00126272,0.6879348,0.01152161,0.1253781],"study_design_scores_gemma":[0.00001984448,0.0001096297,0.1530934,0.001090597,0.00003760259,0.0002118241,0.1012601,0.0007122313,0.0008437092,0.06547057,0.6770514,0.00009924523],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2704566,0.006009342,0.01356329,0.02649649,0.0002691282,0.0002059369,0.0007907825,0.0001232797,0.6820852],"genre_scores_gemma":[0.8827235,0.003920673,0.00454112,0.001535423,0.00007770766,0.000153514,0.0002878222,0.00005282501,0.1067074],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4877819,"threshold_uncertainty_score":0.9698854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4256204447613691,"score_gpt":0.5331449948528459,"score_spread":0.1075245500914768,"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."}}