{"id":"W6926307103","doi":"10.25318/9810058601-eng","title":"Employment income statistics by occupation unit group, visible minority, highest level of education, work activity during the reference year, age and gender: Canada, provinces and territories","year":2023,"lang":"en","type":"dataset","venue":"Statistics Canada Dissemination","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Unit (ring theory); Work (physics); Population; Household income; Working age; Official statistics; Personal income","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":[0.0008767733,0.001281804,0.001299505,0.004398964,0.001818159,0.001927603,0.002878786,0.0007568965,0.02962357],"category_scores_gemma":[0.006774864,0.0007925259,0.00107333,0.01779837,0.0004150849,0.0007187085,0.001204969,0.001669991,0.01340467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01678465,"about_ca_system_score_gemma":0.04999749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9793831,"about_ca_topic_score_gemma":0.9816923,"domain_scores_codex":[0.9986922,0.00006613396,0.0001458892,0.0001943503,0.0005264808,0.0003750329],"domain_scores_gemma":[0.9925233,0.0003908143,0.0004577698,0.000352906,0.005711598,0.0005636438],"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":[0.00004860339,0.00001878302,0.007684445,0.0003179599,0.00003851006,0.00001883249,0.00004793724,0.0002646935,0.00002565034,0.0004667779,0.9886587,0.002409115],"study_design_scores_gemma":[0.0002372126,0.00001489372,0.1799653,0.0009121803,0.00008512584,0.00007500954,0.0006108544,0.0008070818,0.0004427486,0.0006856925,0.8160938,0.00007006436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000278646,0.00003273233,0.0000232695,0.0000299566,0.000009062798,0.00001417768,0.99901,0.00002529793,0.0005768701],"genre_scores_gemma":[0.001896847,0.000117685,0.000223817,0.00003758218,0.000005391889,0.00010581,0.9954485,0.00002682163,0.002137538],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02962357,"threshold_uncertainty_score":0.1217817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02672821074283984,"score_gpt":0.2812345723820979,"score_spread":0.254506361639258,"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."}}