{"id":"W7043153574","doi":"","title":"Saisir le rapport aux savoirs d’élèves du secondaire autour de questions environnementales socialement vives : examen critique des approches et des méthodes mobilisées.","year":2024,"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 du Québec à Rimouski","funders":"","keywords":"Context (archaeology); Field (mathematics); Vulnerability (computing)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.04016691,0.0009582654,0.001132557,0.003964597,0.006607513,0.01182936,0.002590658,0.006481686,0.01600725],"category_scores_gemma":[0.1084408,0.0005773745,0.001122745,0.003290577,0.009856601,0.01204013,0.007312048,0.00579645,0.002052387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006301506,"about_ca_system_score_gemma":0.009592463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02396252,"about_ca_topic_score_gemma":0.03135634,"domain_scores_codex":[0.969703,0.02484851,0.000486588,0.001710076,0.002393631,0.0008581118],"domain_scores_gemma":[0.8883206,0.09055278,0.003428601,0.005451806,0.01016216,0.002084077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002547449,0.0001541149,0.01018456,0.0009615118,0.00008391091,0.000721202,0.7386916,0.0003588893,0.002160934,0.1376314,0.01871037,0.09008685],"study_design_scores_gemma":[0.00004390479,0.0002133794,0.02124728,0.002817574,0.00007990895,0.001067317,0.5274357,0.001819023,0.002268385,0.05013771,0.3927572,0.0001126629],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4230715,0.03028143,0.1839377,0.1537309,0.006581423,0.0009124374,0.0007861903,0.0006131441,0.2000853],"genre_scores_gemma":[0.8743892,0.005979908,0.0466105,0.007256023,0.0008541269,0.00123359,0.00031709,0.000415534,0.06294408],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04016691,"threshold_uncertainty_score":0.2124255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09980031011672016,"score_gpt":0.369796199526699,"score_spread":0.2699958894099788,"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."}}