{"id":"W6963931195","doi":"10.25318/9810052701-fra","title":"Langues utilisées au travail selon la langue maternelle, l'industrie et le plus haut certificat, diplôme ou grade : Canada, provinces et territoires, régions métropolitaines de recensement et agglomérations 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; Derogation; Context (archaeology); Lexicology","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":[0.0009679156,0.001461804,0.00111449,0.005716066,0.001516534,0.002795304,0.00201919,0.001233125,0.02329284],"category_scores_gemma":[0.007564751,0.0006072628,0.001127866,0.01513272,0.0005427253,0.001116288,0.001558074,0.001842627,0.0189726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01244519,"about_ca_system_score_gemma":0.02860023,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.942937,"about_ca_topic_score_gemma":0.9673958,"domain_scores_codex":[0.9985834,0.0001107269,0.000145956,0.0002468238,0.0005133189,0.0003997938],"domain_scores_gemma":[0.9948226,0.0006170173,0.0003984374,0.0003951781,0.003262015,0.0005046849],"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":[0.00005208432,0.0000157627,0.005932387,0.0003938871,0.00003481629,0.00002248294,0.00009360034,0.000290347,0.00005272642,0.0007940565,0.9896998,0.002618225],"study_design_scores_gemma":[0.0001223928,0.000008705271,0.05921025,0.0005553705,0.00004162986,0.00004825861,0.000574299,0.0005366902,0.0002348898,0.000593338,0.9380183,0.00005595823],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002531208,0.00006886973,0.00002319122,0.00006290719,0.00001152328,0.000006758995,0.9988202,0.0000541975,0.0006991459],"genre_scores_gemma":[0.001022313,0.0001136484,0.0001725643,0.00003853241,0.000005680972,0.00004317738,0.9968312,0.00002464933,0.00174824],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05706298,"threshold_uncertainty_score":0.114798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02349061769362511,"score_gpt":0.2885845112303758,"score_spread":0.2650938935367507,"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."}}