{"id":"W4409845716","doi":"10.37571/2025.0204","title":"Favoriser l’apprentissage du vocabulaire oral chez les élèves du 1er cycle du primaire : l’apport des discussions réflexives","year":2025,"lang":"fr","type":"article","venue":"Didactique","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Philosophy; Medicine; Political science","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.003066426,0.0006266063,0.000744497,0.0002290883,0.002263909,0.0003736239,0.0009247967,0.0007294457,0.003997658],"category_scores_gemma":[0.002524384,0.0005536768,0.0004873428,0.001350602,0.00295636,0.0009213056,0.0004440339,0.001077117,0.0001165718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005466965,"about_ca_system_score_gemma":0.0007612267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00588384,"about_ca_topic_score_gemma":0.004275105,"domain_scores_codex":[0.9930393,0.003520414,0.0006860339,0.0009713531,0.0005924766,0.001190484],"domain_scores_gemma":[0.9974391,0.0008726338,0.0003602841,0.0006673997,0.0002195608,0.000440946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004989906,0.0008099966,0.4866889,0.0002894517,0.0003163212,0.0002546156,0.1164631,0.0002284901,0.0008794001,0.04156953,0.01250433,0.339946],"study_design_scores_gemma":[0.0006838436,0.0001125642,0.6367258,0.0009106427,0.0003168994,0.00002569343,0.03194795,0.0007115365,0.002034368,0.01258814,0.3129899,0.0009526478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8502138,0.006800165,0.0153778,0.04064585,0.003746849,0.0007097922,0.00003899441,0.000511949,0.08195481],"genre_scores_gemma":[0.9390774,0.001540933,0.007930556,0.0003797641,0.001026496,0.0001020107,0.0000355485,0.00007535701,0.04983187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3389933,"threshold_uncertainty_score":0.9997571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01817489530578454,"score_gpt":0.3146852117718589,"score_spread":0.2965103164660744,"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."}}