{"id":"W3004319640","doi":"10.7202/1066599ar","title":"Quelle cohérence et quelle pertinence de la formation continue destinée aux enseignants ? Analyse de l’offre de formation dans un réseau d’enseignement en Belgique francophone","year":2019,"lang":"fr","type":"article","venue":"Mesure et évaluation en éducation","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","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":[0.0246416,0.0003324448,0.0003066235,0.0002304247,0.0007270604,0.0003204473,0.0003822738,0.0004587791,0.0009266727],"category_scores_gemma":[0.003359154,0.0003722761,0.0001417104,0.0009420672,0.0001955315,0.002897039,0.00005563717,0.0006049033,0.000330718],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002504386,"about_ca_system_score_gemma":0.007095547,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01946073,"about_ca_topic_score_gemma":0.009418705,"domain_scores_codex":[0.9841958,0.01306773,0.0008022899,0.0003979384,0.0009018095,0.0006343746],"domain_scores_gemma":[0.9946368,0.003166035,0.0009270717,0.0003697582,0.0006867736,0.0002136079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00004100737,0.0004605187,0.01793605,0.0002402326,0.00006031131,0.000001241615,0.9201193,0.008753289,0.01574654,0.018302,0.01115039,0.007189125],"study_design_scores_gemma":[0.001035796,0.0001959067,0.7230482,0.0005845918,0.0002720281,0.00006704043,0.1627003,0.06058146,0.008593426,0.01493331,0.02732176,0.0006662856],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8882917,0.001719965,0.05850019,0.03649249,0.001198764,0.0009784421,0.00004210222,0.00007985026,0.01269652],"genre_scores_gemma":[0.9826046,0.002725056,0.007480028,0.002027796,0.000402055,0.000188932,0.0003460409,0.00003683315,0.004188708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.757419,"threshold_uncertainty_score":0.9999866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04437356989601807,"score_gpt":0.3745657671922321,"score_spread":0.330192197296214,"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."}}