{"id":"W2624944533","doi":"10.4000/rechercheformation.2369","title":"Les cadres de l’éducation","year":2015,"lang":"fr","type":"paratext","venue":"Recherche & formation","topic":"Educational Practices and Policies","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006470213,0.0002579646,0.0002499656,0.0001418443,0.000596914,0.0002572416,0.000383939,0.001294954,0.003459769],"category_scores_gemma":[0.002487066,0.0002681116,0.0001193164,0.0006085443,0.0002298571,0.001676866,0.00003861367,0.001255038,0.01195267],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006211929,"about_ca_system_score_gemma":0.003619705,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05605019,"about_ca_topic_score_gemma":0.005049772,"domain_scores_codex":[0.9947822,0.003530578,0.0004743784,0.0002057823,0.0005409751,0.0004660923],"domain_scores_gemma":[0.9965692,0.001618882,0.0006790913,0.000228744,0.0006676393,0.0002364007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001564649,0.0001289443,0.0001025619,0.000243025,0.00003891685,1.185326e-7,0.2452743,0.0002155991,0.00004684527,0.0565918,0.6425447,0.05479745],"study_design_scores_gemma":[0.00009492163,0.00004511829,0.0006161546,0.0001504164,0.00008569263,0.000009467958,0.04322293,0.0004988025,0.0001232973,0.01167165,0.9431965,0.0002850119],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05289226,0.006169896,0.0008027565,0.03612446,0.004248444,0.0004258171,0.00005832942,0.00005237872,0.8992257],"genre_scores_gemma":[0.1816286,0.02108404,0.004836206,0.0009165331,0.005999637,0.0001511784,0.001249762,0.00005609445,0.7840779],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3006518,"threshold_uncertainty_score":0.9999771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7337981743353656,"score_gpt":0.5727649840681022,"score_spread":0.1610331902672635,"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."}}