{"id":"W4205524863","doi":"10.7202/1081270ar","title":"Les jumelages interculturels en classe de FLS : des tâches et des contextes pour des tâches","year":2021,"lang":"fr","type":"article","venue":"La Revue de l'AQEFLS/Revue de l'AQEFLS","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.009230764,0.001723293,0.002158536,0.0005096465,0.002007279,0.001722905,0.002422446,0.002430504,0.002568437],"category_scores_gemma":[0.02127309,0.001941838,0.001379304,0.002280327,0.005173856,0.001846661,0.0008464139,0.003297547,0.0004529106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003265581,"about_ca_system_score_gemma":0.00188243,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01480834,"about_ca_topic_score_gemma":0.05748914,"domain_scores_codex":[0.9771986,0.01422606,0.001786628,0.002171368,0.0007560019,0.003861315],"domain_scores_gemma":[0.9844142,0.01026503,0.0009965808,0.001478415,0.001289093,0.00155674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001530152,0.001226245,0.1235248,0.003569208,0.001024976,0.004450934,0.346319,0.002430379,0.08716161,0.05311799,0.005494251,0.3715277],"study_design_scores_gemma":[0.003776998,0.0009796846,0.1696974,0.01170663,0.002505368,0.004896742,0.1960918,0.003273299,0.1136389,0.1816159,0.3058598,0.005957478],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8198835,0.08969311,0.03238109,0.01721327,0.001638155,0.0009694059,0.0002558382,0.0008830278,0.03708256],"genre_scores_gemma":[0.7060977,0.005308365,0.2131671,0.001574049,0.00320276,0.0002815288,0.00009376545,0.00035521,0.06991945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3655702,"threshold_uncertainty_score":0.9995514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0762841584931502,"score_gpt":0.361672724188527,"score_spread":0.2853885656953769,"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."}}