{"id":"W3161831847","doi":"10.4000/ree.5125","title":"Situations-problèmes et disciplines scolaires : analyse des cadres opératoires privilégiés par des futurs enseignants québécois du primaire pour l’enseignement des sciences et des sciences humaines","year":2011,"lang":"fr","type":"article","venue":"Recherches en éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue; Université de Sherbrooke; Musée de la Civilisation","funders":"","keywords":"Humanities; Sociology; Political science; 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":[0.003844328,0.0005868686,0.0004871738,0.004508213,0.01048857,0.01031742,0.001396872,0.001497735,0.0155217],"category_scores_gemma":[0.009872297,0.0003520632,0.0007420183,0.007966889,0.01333887,0.006219662,0.00398832,0.002148232,0.0008247804],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0339235,"about_ca_system_score_gemma":0.03162205,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.579377,"about_ca_topic_score_gemma":0.7141086,"domain_scores_codex":[0.9949656,0.002299672,0.0002031106,0.0005561154,0.001221488,0.000754028],"domain_scores_gemma":[0.9931218,0.003181278,0.0007998787,0.0003931972,0.001790976,0.0007128225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008289437,0.00007763011,0.02794031,0.0005270833,0.00005807936,0.0008543601,0.5557496,0.001256589,0.001141064,0.3286629,0.005568604,0.07808086],"study_design_scores_gemma":[0.00001346057,0.00003877973,0.07992891,0.0007170659,0.00005159549,0.000443265,0.62799,0.001755924,0.0008077007,0.04909891,0.2390702,0.0000841296],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.691911,0.0057317,0.02013075,0.01452743,0.000140224,0.0002715732,0.000540096,0.00007335196,0.2666739],"genre_scores_gemma":[0.9651701,0.001808163,0.004943148,0.0003036177,0.00001424527,0.0001266811,0.0002076724,0.00003326145,0.02739322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9660765,"threshold_uncertainty_score":0.8462003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6302940196911487,"score_gpt":0.5070281682966808,"score_spread":0.1232658513944679,"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."}}