{"id":"W4388661730","doi":"10.51186/journals/ed.2023.13-1.e1341","title":"Éditorial. La formation initiale au service de l’inclusion scolaire : où en sommes-nous aujourd’hui ?","year":2023,"lang":"fr","type":"article","venue":"L’éducation en débats analyse comparée","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01010803,0.0003675437,0.0004810988,0.0004669194,0.002988442,0.000217585,0.0007701425,0.0005865023,0.0004145792],"category_scores_gemma":[0.001790594,0.0004254753,0.0002270137,0.002786414,0.0005298237,0.001331845,0.0002817952,0.0005760198,0.0008942763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002454184,"about_ca_system_score_gemma":0.004464267,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009321417,"about_ca_topic_score_gemma":0.006668957,"domain_scores_codex":[0.9927036,0.004261826,0.0007777352,0.0005446483,0.0007706514,0.0009415331],"domain_scores_gemma":[0.9934849,0.004358839,0.0005793976,0.000439448,0.0007313743,0.000406027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001274988,0.0004304041,0.004740282,0.0002051787,0.0001535856,0.000002979233,0.9075654,0.001873357,0.0002018919,0.02540171,0.0517668,0.00764574],"study_design_scores_gemma":[0.0007226049,0.00007626886,0.06506881,0.0003675157,0.0003734723,0.00001868455,0.5226924,0.01155435,0.0001151318,0.01307732,0.3852266,0.0007068422],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7832332,0.0005672135,0.001482311,0.1749211,0.0210283,0.0005692697,0.00005392567,0.0003486621,0.01779602],"genre_scores_gemma":[0.9683028,0.001124411,0.001028361,0.001038725,0.02474287,0.0001277057,0.0007916049,0.00004782218,0.002795637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3848729,"threshold_uncertainty_score":0.9998837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1798678423458279,"score_gpt":0.4529730928759497,"score_spread":0.2731052505301218,"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."}}