{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006549812,0.0004474189,0.00054057,0.0003276959,0.0004328727,0.0001113271,0.0002284215,0.000125886,0.0001529058],"category_scores_gemma":[0.002003074,0.0005326482,0.000008662641,0.0006452979,0.0003288489,0.0003699743,0.0001369942,0.0002552626,6.296437e-8],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001693743,"about_ca_system_score_gemma":0.02691543,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9925072,"about_ca_topic_score_gemma":0.9985741,"domain_scores_codex":[0.9959157,0.0004566064,0.001092243,0.0008387571,0.001396577,0.0003001108],"domain_scores_gemma":[0.9955198,0.0004805064,0.001412174,0.0005740905,0.00177701,0.000236436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00006993173,0.000454398,0.01754187,0.001011666,0.00004215406,0.00000137246,0.0026067,0.000004364619,0.0003222542,0.0001906619,0.9717705,0.005984157],"study_design_scores_gemma":[0.0004981973,0.0005633722,0.7689063,0.0001903953,0.0004606334,0.00001523016,0.03899727,0.0001460748,0.0007372918,0.0001537463,0.1883194,0.001012097],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1319985,0.001254836,0.0000723433,0.00005365742,0.0008377096,0.001288227,0.8644807,0.000008693409,0.000005334362],"genre_scores_gemma":[0.3706424,0.00008796609,0.0003891973,0.00001599218,0.0000632064,0.0002875166,0.6283277,0.00002566463,0.0001603361],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.783451,"threshold_uncertainty_score":0.9997125,"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."}}