{"id":"W3170272305","doi":"10.53967/cje-rce.v44i1.4653","title":"La justification dans l’enseignement de la lecture : étude exploratoire auprès d’enseignant[e]s de français du 1er cycle du secondaire québécois","year":2021,"lang":"fr","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Sociology; Art","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":[],"category_scores_codex":[0.004929857,0.000337865,0.0004109966,0.0005224914,0.001074462,0.0003873501,0.0005711357,0.0006076875,0.001601104],"category_scores_gemma":[0.007253225,0.0004353822,0.0002407267,0.001349083,0.0005856862,0.0005672339,0.00001472444,0.0010381,0.00002405441],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01505982,"about_ca_system_score_gemma":0.07695964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4955142,"about_ca_topic_score_gemma":0.9531473,"domain_scores_codex":[0.9934999,0.003918438,0.0007809916,0.0004460152,0.0002058268,0.001148776],"domain_scores_gemma":[0.9941267,0.0006953943,0.0008045471,0.0004851815,0.001459387,0.002428781],"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":[0.000005704356,0.0001800016,0.008724504,0.0001890325,0.00009790825,0.0003250996,0.8298499,0.002149414,0.001044453,0.01401448,0.01490436,0.1285152],"study_design_scores_gemma":[0.0003145443,0.00007945128,0.1266311,0.0008562987,0.0003610513,0.002864436,0.4015756,0.0004824897,0.0005415488,0.004286836,0.4614953,0.0005113465],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9257888,0.01922079,0.006869117,0.03283457,0.006661212,0.0002204364,0.00004129707,0.00001959247,0.008344254],"genre_scores_gemma":[0.981984,0.0006912125,0.008961131,0.001781353,0.002755495,0.00005173256,0.00007391638,0.00007528521,0.003625936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.457633,"threshold_uncertainty_score":0.9998098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02061895565063083,"score_gpt":0.2684079300953677,"score_spread":0.2477889744447369,"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."}}