{"id":"W6907699261","doi":"10.25318/9810043701-eng","title":"Occupation (training, education, experience and responsibility category - TEER) by visible minority, generation status, location of study and highest level of education: Canada, provinces and territories","year":2022,"lang":"en","type":"dataset","venue":"Statistics Canada Dissemination","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Government (linguistics); Work (physics); Population","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":[0.001750535,0.001888907,0.001732338,0.004720586,0.00177309,0.002816329,0.004911736,0.001523876,0.05342212],"category_scores_gemma":[0.01142819,0.001287063,0.001964098,0.01494017,0.0005477486,0.001270136,0.002059895,0.002486068,0.01743753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01514031,"about_ca_system_score_gemma":0.03584305,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9579327,"about_ca_topic_score_gemma":0.9694482,"domain_scores_codex":[0.9981798,0.0001259216,0.0002537447,0.0003237654,0.00056394,0.0005529386],"domain_scores_gemma":[0.9891155,0.0008244035,0.001009344,0.0006697832,0.007375422,0.001005693],"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":[0.00007489471,0.00001897422,0.007069034,0.0006390568,0.00006397195,0.00001402099,0.00004611209,0.0002437904,0.00002016806,0.0003885781,0.9898766,0.001544708],"study_design_scores_gemma":[0.001042197,0.00003835523,0.2095055,0.002738816,0.0002887926,0.00009942975,0.0008585862,0.001050691,0.0003106331,0.001052044,0.7828902,0.0001247767],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001843799,0.00003750433,0.00002084588,0.00004342765,0.00001052436,0.00001865755,0.9993626,0.00002257765,0.0002994523],"genre_scores_gemma":[0.002495319,0.000145909,0.0002629178,0.00008964014,0.000009910044,0.0002478542,0.994273,0.00004027229,0.002435189],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05342212,"threshold_uncertainty_score":0.1787148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02570571274610934,"score_gpt":0.3195026297759508,"score_spread":0.2937969170298415,"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."}}