{"id":"W4292787492","doi":"10.18162/fp.2022.646","title":"Utilisations interactives du TNI : Regard sur les pratiques d’enseignants du Québec","year":2022,"lang":"fr","type":"article","venue":"Formation et profession","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 à Trois-Rivières","funders":"","keywords":"Art; Humanities","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002902785,0.0004584912,0.0004045827,0.001178818,0.0152998,0.00607616,0.001470551,0.001377422,0.01111307],"category_scores_gemma":[0.005419138,0.0003248518,0.0003106446,0.002366366,0.007929564,0.002801308,0.002765294,0.002985426,0.000560741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05814268,"about_ca_system_score_gemma":0.04646718,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9831102,"about_ca_topic_score_gemma":0.9871349,"domain_scores_codex":[0.9971235,0.001171217,0.00005520909,0.0003153103,0.0006196582,0.0007151278],"domain_scores_gemma":[0.9952939,0.001611096,0.000454436,0.0001267724,0.001194908,0.001318865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001046167,0.0001134939,0.04065464,0.0001832975,0.00002135153,0.002419215,0.8450528,0.0004256565,0.001865459,0.03104383,0.01292792,0.06518777],"study_design_scores_gemma":[0.00001361255,0.0000674287,0.08007041,0.0005153361,0.00001846757,0.0006005363,0.5821251,0.0007801941,0.0004139129,0.001079699,0.3342197,0.00009555679],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8309503,0.007859268,0.002799314,0.02313564,0.0002956543,0.00005777342,0.0003654207,0.0001086787,0.1344279],"genre_scores_gemma":[0.9535006,0.002310868,0.0007768536,0.0008790045,0.00003161304,0.00003816292,0.00008285909,0.00003503399,0.04234513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05814268,"threshold_uncertainty_score":0.4218566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.192819249262373,"score_gpt":0.4349585137750148,"score_spread":0.2421392645126419,"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."}}