{"id":"W2884185124","doi":"10.4000/dse.1895","title":"Le CLASS pour évaluer l’impact d’une formation en maternelle","year":2017,"lang":"fr","type":"article","venue":"Les dossiers des sciences de l éducation","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Pre school; Art; Psychology","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":[0.006168133,0.000497516,0.0007062744,0.001266049,0.001419813,0.001628171,0.000959734,0.0007190189,0.0182364],"category_scores_gemma":[0.01228597,0.0001997621,0.001007651,0.000830485,0.0007896323,0.0007149528,0.001468161,0.001358715,0.001641865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00746088,"about_ca_system_score_gemma":0.008209344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2437266,"about_ca_topic_score_gemma":0.2926242,"domain_scores_codex":[0.9966863,0.00130559,0.0001218306,0.0002351896,0.00125716,0.000393973],"domain_scores_gemma":[0.9925429,0.001992022,0.001124394,0.0003108858,0.002369634,0.001660204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002515112,0.002023974,0.6365966,0.0007136654,0.0005194716,0.0001890235,0.01136246,0.00117974,0.0006417261,0.003101181,0.02441877,0.3167383],"study_design_scores_gemma":[0.0001058516,0.001767894,0.9680288,0.0004603449,0.000249125,0.00005467135,0.004373879,0.0007300437,0.0005441539,0.000627518,0.02300963,0.00004789385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9430951,0.003777126,0.001482566,0.00371616,0.0003505423,0.0007822869,0.004124258,0.0001263585,0.04254571],"genre_scores_gemma":[0.9584103,0.001293451,0.003283096,0.0003669934,0.00006308612,0.0009473424,0.001233277,0.00004088206,0.03436152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2437266,"threshold_uncertainty_score":0.4846158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1852674236530155,"score_gpt":0.4366141376141537,"score_spread":0.2513467139611383,"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."}}