{"id":"W3199918278","doi":"10.7202/1080663ar","title":"La formation à l’enseignement et l’acquisition d’habiletés à intervenir auprès d’enfants en difficulté de lecture","year":2021,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Sainte-Anne","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"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":[0.002282742,0.0002851978,0.0002736496,0.00009334114,0.000386872,0.0003128138,0.0002461767,0.0003789231,0.008537107],"category_scores_gemma":[0.0005818456,0.000323532,0.0002380236,0.0007699923,0.0002513577,0.0008980444,0.00007028654,0.0004386007,0.0007934551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002735314,"about_ca_system_score_gemma":0.002287423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002270031,"about_ca_topic_score_gemma":0.008809517,"domain_scores_codex":[0.9950197,0.00277956,0.0006055806,0.0004881331,0.000581231,0.0005257781],"domain_scores_gemma":[0.9981785,0.0004969946,0.0002596604,0.0004233313,0.0003724895,0.0002690533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003477575,0.003818036,0.001502342,0.0005559494,0.00009952883,0.000008675105,0.7063692,0.0009301603,0.001371429,0.05639224,0.1457611,0.08315656],"study_design_scores_gemma":[0.0008455044,0.0001120986,0.05771151,0.0004544274,0.00008384263,0.00004018183,0.1113366,0.000336565,0.002307609,0.01254019,0.8136865,0.0005448762],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6643819,0.003578475,0.01308669,0.2164298,0.01181326,0.0007710441,0.00009664759,0.0001818502,0.08966031],"genre_scores_gemma":[0.9782106,0.001131591,0.001536218,0.007231683,0.0006262248,0.0001818516,0.000371712,0.00003362044,0.01067646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6679254,"threshold_uncertainty_score":0.9999846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02877547816133215,"score_gpt":0.3417686176302429,"score_spread":0.3129931394689107,"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."}}