{"id":"W3107658957","doi":"10.7202/1071480ar","title":"LE FORUM DE LECTEURS, UN ESPACE DE FORMATION DES PROFESSEURS ?","year":2020,"lang":"fr","type":"article","venue":"Revue de recherches en littératie médiatique multimodale","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Philosophy; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006616897,0.0004929446,0.0003050149,0.001811909,0.004747675,0.006840849,0.0007618557,0.001708857,0.009925321],"category_scores_gemma":[0.0248125,0.0002042362,0.0003011861,0.00125869,0.004722108,0.006598181,0.003927906,0.001650059,0.001434065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002237126,"about_ca_system_score_gemma":0.001730566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003389139,"about_ca_topic_score_gemma":0.003294238,"domain_scores_codex":[0.9931194,0.004900566,0.000159802,0.0005468921,0.0008581826,0.0004151915],"domain_scores_gemma":[0.9812847,0.01166296,0.002023655,0.001220349,0.001750987,0.002057455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003224215,0.00009149863,0.02560899,0.0003910997,0.00002736407,0.001154799,0.7620838,0.0002518024,0.005275219,0.07511903,0.008677572,0.1209964],"study_design_scores_gemma":[0.00005178958,0.0003119322,0.03038596,0.0005482907,0.00002894165,0.0009951297,0.5342404,0.001102571,0.002519886,0.01904245,0.4106618,0.000110943],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8462973,0.003291766,0.03138602,0.01623536,0.001468512,0.0001333517,0.0003359428,0.0004639118,0.1003879],"genre_scores_gemma":[0.9769553,0.000494864,0.003125453,0.0005381336,0.0002459522,0.00007964449,0.00009252819,0.00008857167,0.01837956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009925321,"threshold_uncertainty_score":0.03499389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3559492309084704,"score_gpt":0.4392877005536028,"score_spread":0.08333846964513242,"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."}}