{"id":"W7142566178","doi":"","title":"Analyses croisées de résultats statistiques contrastés sur la compétence à produire des textes multimodaux d'élèves du secondaire au Québec et en Suisse","year":2025,"lang":"fr","type":"article","venue":"Archive ouverte UNIGE (University of Geneva)","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Subject (documents); Context (archaeology); Period (music)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01738571,0.000757968,0.001093493,0.006026132,0.002305548,0.004027511,0.001004396,0.0008685382,0.01144058],"category_scores_gemma":[0.06331423,0.0004667415,0.001248831,0.006651788,0.002995477,0.00141215,0.0020558,0.001355901,0.00134777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007256131,"about_ca_system_score_gemma":0.00982522,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5873977,"about_ca_topic_score_gemma":0.7489033,"domain_scores_codex":[0.9897366,0.002897895,0.0007494968,0.001674272,0.004024599,0.0009172357],"domain_scores_gemma":[0.8789451,0.07018665,0.01202362,0.004343709,0.03239017,0.002110754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006722098,0.00008961267,0.9040188,0.0005848799,0.001421332,0.0001974788,0.0452806,0.0003215576,0.002677759,0.001155872,0.002410731,0.04116917],"study_design_scores_gemma":[0.000004767714,0.00006473831,0.988964,0.0001290425,0.0001133471,0.00002858431,0.008124086,0.0001861078,0.0003223214,0.0001020612,0.001941185,0.00001978446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805775,0.002216703,0.003438387,0.0005902243,0.0000598065,0.000138349,0.002871097,0.0000994546,0.01000849],"genre_scores_gemma":[0.9905581,0.0004726201,0.001203935,0.0001345932,0.00002121373,0.0002284455,0.001311491,0.00007497588,0.005994482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4126023,"threshold_uncertainty_score":0.8300644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01854706431650586,"score_gpt":0.2710345562959203,"score_spread":0.2524874919794144,"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."}}