{"id":"W3216292217","doi":"10.21432/cjlt28025","title":"Evaluation informatisée du vocabulaire chez les enfants de 8 à 11 ans","year":2021,"lang":"fr","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Reading and Literacy Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01304182,0.0007893976,0.000805373,0.00191699,0.0007539903,0.001988138,0.0006789684,0.0008093328,0.003933976],"category_scores_gemma":[0.04229424,0.0003510249,0.0009935418,0.0009790238,0.0009344197,0.002078701,0.001583681,0.0006950503,0.001258825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001949822,"about_ca_system_score_gemma":0.002708652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02410021,"about_ca_topic_score_gemma":0.0373266,"domain_scores_codex":[0.9931236,0.002460501,0.0009662209,0.001063647,0.002030928,0.0003551022],"domain_scores_gemma":[0.9635655,0.0161457,0.002832377,0.001373406,0.01532218,0.0007607563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002738102,0.0008301038,0.5097945,0.003383738,0.0004668067,0.001392699,0.08549043,0.001475708,0.03641576,0.001631732,0.005413924,0.3509665],"study_design_scores_gemma":[0.0001455062,0.00386282,0.8979464,0.001283382,0.0004915342,0.0009863034,0.03462034,0.00339871,0.01852996,0.0008753441,0.03760247,0.0002572231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863933,0.0009536314,0.004305971,0.0002593029,0.00006772034,0.0005596278,0.001635382,0.0001714203,0.005653705],"genre_scores_gemma":[0.9646041,0.001216494,0.02018111,0.0002057276,0.00003752181,0.002323915,0.003365823,0.0001005119,0.007964854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02410021,"threshold_uncertainty_score":0.06897259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01371173522482549,"score_gpt":0.284756147289083,"score_spread":0.2710444120642575,"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."}}