{"id":"W2037249303","doi":"10.1080/14926150609556702","title":"Caracteristiques des explications orales en classe de mathematiques : Construction d'un cadre d'analyse pour rendre compte de la pratique des futurs enseignants et futures enseignantes de mathematiques du secondaire<sup>1</sup>","year":2006,"lang":"fr","type":"article","venue":"Canadian Journal of Science Mathematics and Technology Education","topic":"Mathematics Education and Teaching Techniques","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal; University of Alberta","funders":"","keywords":"Humanities; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004017757,0.0006492953,0.0005211222,0.002576079,0.004332117,0.009605931,0.001417935,0.002500456,0.01299102],"category_scores_gemma":[0.02897204,0.0005250178,0.0004016653,0.002638814,0.007402443,0.006077776,0.003789234,0.004836749,0.001426505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003487096,"about_ca_system_score_gemma":0.002310019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0152767,"about_ca_topic_score_gemma":0.01124038,"domain_scores_codex":[0.9969513,0.001084523,0.0001420097,0.0003500985,0.00112143,0.0003505753],"domain_scores_gemma":[0.9797744,0.01332702,0.001780704,0.00103396,0.003390378,0.0006935244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001705543,0.00009796989,0.02186439,0.0003460681,0.00002354798,0.0005139633,0.7423818,0.000320473,0.003315135,0.1787868,0.006439069,0.04574025],"study_design_scores_gemma":[0.00005228833,0.0001394434,0.07729952,0.0007569767,0.00009182534,0.001054667,0.7064054,0.003179221,0.003613554,0.04299204,0.1642674,0.0001476093],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7575948,0.001465874,0.0201568,0.01006568,0.000607302,0.0001384417,0.0006922721,0.0002925642,0.2089863],"genre_scores_gemma":[0.9759302,0.0004347242,0.002736157,0.0001664634,0.0001470607,0.0000889785,0.0001925463,0.0001839732,0.02011984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0152767,"threshold_uncertainty_score":0.04345924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01236959911024823,"score_gpt":0.2915035716211326,"score_spread":0.2791339725108843,"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."}}