{"id":"W4312956734","doi":"10.15185/izawol.432.v2","title":"The labor market in Canada, 2000–2021","year":2022,"lang":"en","type":"article","venue":"IZA World of Labor","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Business","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009960661,0.0006378375,0.0004900622,0.002968511,0.006803419,0.005386039,0.001782697,0.002397536,0.007857636],"category_scores_gemma":[0.003431482,0.0005706479,0.0007056722,0.007715568,0.001141667,0.001335913,0.001887691,0.002726186,0.001468991],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1394036,"about_ca_system_score_gemma":0.2562774,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9989568,"about_ca_topic_score_gemma":0.9996763,"domain_scores_codex":[0.9975824,0.00004716795,0.00008751282,0.0001351027,0.0007731254,0.001374616],"domain_scores_gemma":[0.9961498,0.00006493552,0.0002410863,0.00004023999,0.002223267,0.001280798],"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":[0.0009005077,0.0004073019,0.4065655,0.0007184354,0.0002541087,0.001156126,0.003349175,0.002819332,0.0007743763,0.02620624,0.4635451,0.09330381],"study_design_scores_gemma":[0.00008537821,0.00004549424,0.6338844,0.0003062059,0.0000534242,0.0001646003,0.005416872,0.001764647,0.0003692398,0.0007915741,0.3570448,0.00007330906],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5562292,0.02119067,0.0009667887,0.07324928,0.002240713,0.0003581486,0.2191253,0.0004805897,0.1261592],"genre_scores_gemma":[0.6991478,0.008552774,0.001225865,0.007891958,0.0002874925,0.0001859975,0.04829235,0.0001077686,0.2343081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1394036,"threshold_uncertainty_score":0.9981698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01979960060859899,"score_gpt":0.3308001573515242,"score_spread":0.3110005567429253,"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."}}