{"id":"W6945164604","doi":"10.25318/9810053301-fra","title":"Langues utilisées au travail selon la langue maternelle et la connaissance des langues officielles : Canada, provinces et territoires et régions métropolitaines de recensement y compris les parties","year":2022,"lang":"fr","type":"dataset","venue":"Statistics Canada Dissemination","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Context (archaeology); Language planning; Discourse analysis","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":[0.001013587,0.001503042,0.001138789,0.00712151,0.001730372,0.003022542,0.001952037,0.001178533,0.02177325],"category_scores_gemma":[0.007694526,0.0006417463,0.001106771,0.01968546,0.0005691767,0.001148098,0.00167855,0.001988334,0.01414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01440866,"about_ca_system_score_gemma":0.03395012,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9683458,"about_ca_topic_score_gemma":0.9823118,"domain_scores_codex":[0.9986325,0.0001119444,0.0001387442,0.0002406152,0.0004991286,0.0003770895],"domain_scores_gemma":[0.9942726,0.000755635,0.0004208417,0.0004002411,0.003531599,0.0006190613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004797415,0.0000160464,0.007200338,0.0005182661,0.00004443353,0.00002900279,0.0001519994,0.0003600663,0.00005233278,0.0008281755,0.9871673,0.003584025],"study_design_scores_gemma":[0.0001168759,0.000008296201,0.07921918,0.0007796116,0.00004984694,0.00005462875,0.0007323955,0.0006896912,0.0002340314,0.0006719634,0.9173793,0.0000642025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003067353,0.0001159525,0.0000256778,0.0000796248,0.00001072185,0.000006525986,0.9986523,0.00005864393,0.0007438297],"genre_scores_gemma":[0.001453658,0.0002031031,0.0002146738,0.00004620556,0.000005870972,0.00005312013,0.9960815,0.00003014851,0.001911711],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03165424,"threshold_uncertainty_score":0.1045427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01379504690297264,"score_gpt":0.287516165875806,"score_spread":0.2737211189728334,"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."}}