{"id":"W3207878866","doi":"10.7202/1081789ar","title":"Entre ce qu’ils pensent, ce qu’ils disent et ce qu’ils font, quelles articulations ? Analyse quantitative des croyances épistémologiques, des conceptions pédagogiques et des pratiques d’enseignants québécois du secondaire en sciences naturelles et en sciences humaines et sociales","year":2021,"lang":"fr","type":"article","venue":"Phronesis","topic":"Educational Strategies and Epistemologies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Humanities; Sociology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01396432,0.0007012329,0.00078111,0.003731648,0.009306007,0.01331765,0.001501035,0.001756012,0.007229792],"category_scores_gemma":[0.02306393,0.0004839505,0.0005129178,0.006559553,0.01662318,0.007865648,0.005656772,0.003119964,0.0006326404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03283575,"about_ca_system_score_gemma":0.0417686,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5824532,"about_ca_topic_score_gemma":0.657675,"domain_scores_codex":[0.9896479,0.004147589,0.0003972042,0.001571635,0.003005482,0.00123005],"domain_scores_gemma":[0.9813446,0.007054739,0.002030485,0.001504358,0.006599455,0.001466331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001363926,0.00006007377,0.05111498,0.0005954772,0.0001066363,0.0002924434,0.7685899,0.0002242962,0.001979484,0.1212367,0.005067104,0.05059649],"study_design_scores_gemma":[0.00002216704,0.00005606861,0.1272767,0.00116711,0.00007773354,0.0001290804,0.7021986,0.0006185673,0.001316138,0.01544605,0.1515979,0.00009392726],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8457502,0.007560583,0.01658781,0.02478015,0.0004796067,0.0002821709,0.0006562409,0.00007545981,0.1038278],"genre_scores_gemma":[0.9754199,0.00146829,0.003379938,0.001285336,0.00004249471,0.0002058214,0.000271005,0.00006030963,0.01786693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4175468,"threshold_uncertainty_score":0.8400117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1229980625469302,"score_gpt":0.4409401615673392,"score_spread":0.3179420990204089,"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."}}