{"id":"W4416670222","doi":"","title":"Étude comparative France-Québec sur l'identité disciplinaire et l'engagement interdisciplinaire des enseignants de sciences et technologies au secondaire inférieur","year":2023,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Key (lock); Context (archaeology); Research methodology; Field (mathematics)","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":[0.00163147,0.0004386996,0.0006615275,0.004163839,0.01040629,0.005913992,0.0009385872,0.001178346,0.01107588],"category_scores_gemma":[0.004702238,0.0002949841,0.0004458774,0.01074833,0.002385227,0.002409743,0.002535163,0.001592009,0.0005138835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07871725,"about_ca_system_score_gemma":0.05622903,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9936872,"about_ca_topic_score_gemma":0.9972845,"domain_scores_codex":[0.9982439,0.0004127016,0.00007494032,0.0002536359,0.0004122455,0.0006026042],"domain_scores_gemma":[0.9948753,0.001218337,0.0005549608,0.0001505379,0.002586076,0.0006149487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008571539,0.0003941312,0.4326649,0.0009107252,0.0005951934,0.003963984,0.2363085,0.002062492,0.003082462,0.1008449,0.02722731,0.1910882],"study_design_scores_gemma":[0.00004972359,0.00007921693,0.7271838,0.0007028733,0.0001490455,0.0003990926,0.1388782,0.0008137817,0.0004675259,0.0009989545,0.1302081,0.00006965042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9042151,0.009886304,0.0009946412,0.005050215,0.0001411244,0.00007277401,0.002070792,0.00004257512,0.07752644],"genre_scores_gemma":[0.9723647,0.002125377,0.0004748673,0.000513176,0.0000178012,0.00006136124,0.0004317418,0.00001548038,0.02399542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07871725,"threshold_uncertainty_score":0.5711364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1592339561537637,"score_gpt":0.396157415945144,"score_spread":0.2369234597913804,"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."}}