{"id":"W4413597223","doi":"10.64628/aap.w79ua9uav","title":"L’anglais progresse au Québec depuis 2001… et le français aussi !","year":2022,"lang":"fr","type":"preprint","venue":"","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007147104,0.0007432047,0.0009488105,0.0002365689,0.001696345,0.000315164,0.002090799,0.0008176204,0.07329196],"category_scores_gemma":[0.002569091,0.0007611663,0.0006364607,0.001201643,0.001461817,0.0002879981,0.002113763,0.003022152,0.0009767064],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001941362,"about_ca_system_score_gemma":0.01046912,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9670038,"about_ca_topic_score_gemma":0.8451681,"domain_scores_codex":[0.9886351,0.005822907,0.0008323076,0.001532876,0.00155129,0.001625476],"domain_scores_gemma":[0.9958099,0.001482751,0.0006204645,0.001273585,0.000182889,0.000630424],"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":[0.0000385228,0.00100779,0.1083823,0.0003143337,0.0004438213,0.0003857167,0.1840036,0.002096051,0.0001038281,0.1806566,0.03030261,0.4922648],"study_design_scores_gemma":[0.0003904625,0.000132985,0.02184524,0.000103174,0.00012189,0.000009978047,0.01168286,0.0004200822,0.0001196909,0.0007517517,0.9634745,0.0009473668],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06320351,0.01547714,0.00503156,0.07055622,0.005736088,0.001502303,0.00005587752,0.0009482143,0.8374891],"genre_scores_gemma":[0.3905136,0.0004783859,0.1785308,0.002196323,0.001854416,0.0009159427,0.0001404908,0.0002118322,0.4251583],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9331719,"threshold_uncertainty_score":0.9998012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04293033209513448,"score_gpt":0.3568400331064767,"score_spread":0.3139097010113422,"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."}}