{"id":"W4413542447","doi":"10.64628/aap.ywjadtavp","title":"Hors Québec, le français a reculé partout au Canada depuis 1971. Quelles stratégies adopter ?","year":2024,"lang":"fr","type":"article","venue":"","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"Early adopter; Political science; Business; Computer science; Operating system","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001214924,0.0003725227,0.0003957724,0.0000986566,0.0006396574,0.000358983,0.0005027709,0.0003129754,0.008687746],"category_scores_gemma":[0.0007584487,0.0003489366,0.000213187,0.0008389894,0.000854717,0.0004007683,0.0001002039,0.0006898728,0.0004028644],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009555376,"about_ca_system_score_gemma":0.01649655,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9998354,"about_ca_topic_score_gemma":0.999917,"domain_scores_codex":[0.9960283,0.0011002,0.0004507891,0.0006634064,0.0007451107,0.001012207],"domain_scores_gemma":[0.9977568,0.001309751,0.00007640975,0.0003808151,0.00009451062,0.0003816615],"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":[0.000008277581,0.00006523541,0.004702365,0.0003348678,0.0002751516,0.0006801368,0.07773604,0.000303325,0.0001253037,0.0737727,0.3253351,0.5166615],"study_design_scores_gemma":[0.00009788261,0.00005237064,0.001578975,0.0003326477,0.00008025976,0.000009569026,0.02206132,0.000547769,0.0005332833,0.0003297543,0.9738954,0.0004807158],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09863263,0.2513193,0.00411313,0.09939244,0.01064053,0.0004188404,0.00005429113,0.0005528673,0.534876],"genre_scores_gemma":[0.70907,0.0007802098,0.01262949,0.000887221,0.001606617,0.00003081554,0.000008242641,0.00005862625,0.2749288],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6485603,"threshold_uncertainty_score":0.9998963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01971465662603983,"score_gpt":0.2871598949049597,"score_spread":0.2674452382789199,"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."}}