{"id":"W4386057548","doi":"10.1522/rhe.v7i1.1336","title":"Grille d’observation des premières compétences en littératie d’élèves en situation de handicap : recherche-développement et première étape de validation","year":2023,"lang":"fr","type":"article","venue":"Revue hybride de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi; Université du Québec en Outaouais","funders":"","keywords":"Humanities; Sociology; Psychology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.02021322,0.0003056428,0.0003141048,0.0002678453,0.0009560992,0.0002358284,0.0004163263,0.0005508428,0.0001501659],"category_scores_gemma":[0.01094011,0.0003802851,0.0001454714,0.001416802,0.0005264628,0.001038466,0.00005413412,0.000546084,0.0001441121],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00403107,"about_ca_system_score_gemma":0.00287278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00214667,"about_ca_topic_score_gemma":0.001202881,"domain_scores_codex":[0.9900113,0.00742847,0.000744177,0.0005853125,0.0004446978,0.0007860294],"domain_scores_gemma":[0.9919879,0.0064176,0.0005448782,0.0002958663,0.000517211,0.0002365121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001820341,0.0003292386,0.09186097,0.0006317385,0.0001298314,0.000001746939,0.7651407,0.003861024,0.002928146,0.07519245,0.008548319,0.05135762],"study_design_scores_gemma":[0.0004241353,0.0001599608,0.4662963,0.001034602,0.0002265713,0.00002511889,0.3628434,0.008632564,0.001942382,0.1364638,0.02133886,0.0006122711],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8879812,0.0009851031,0.01573377,0.08927607,0.002392399,0.0007277784,0.00003409406,0.000251066,0.002618502],"genre_scores_gemma":[0.9148179,0.01506846,0.05450614,0.0004904674,0.004506988,0.0004576072,0.001562419,0.00005759476,0.008532474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4022973,"threshold_uncertainty_score":0.9998649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4991588884045949,"score_gpt":0.5088680814950782,"score_spread":0.009709193090483348,"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."}}