{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006204387,0.00009665741,0.0002028699,0.00007148887,0.0009854191,0.000002598858,0.0002602998,0.00001419109,0.006065981],"category_scores_gemma":[0.0001126249,0.00007187087,0.00002487427,0.0007936459,0.00003360076,0.00002711157,0.000308736,0.0004243079,0.00001118444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005787965,"about_ca_system_score_gemma":0.002044432,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6838214,"about_ca_topic_score_gemma":0.9922546,"domain_scores_codex":[0.9982209,0.0004907745,0.0004056767,0.0001457778,0.0003217405,0.0004151086],"domain_scores_gemma":[0.998583,0.000887341,0.0001480061,0.0002411384,0.00009595595,0.00004461014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006265189,0.00001622532,0.6117001,0.00002192061,0.00001918941,0.00001259206,0.0009494181,0.000006088599,0.000007012226,0.002484553,0.3837087,0.001011499],"study_design_scores_gemma":[0.0002863121,0.00001105408,0.4054954,0.00002364146,0.00000473843,8.240647e-8,0.004265155,0.00000715421,0.000006738976,0.0001783023,0.5896652,0.00005621707],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7903435,0.00601793,2.967361e-7,0.1125314,0.002706596,0.0008593242,0.0007311706,0.00002702405,0.08678279],"genre_scores_gemma":[0.8403634,0.0002088291,0.00001688195,0.002474912,0.0001393774,0.0003183228,0.000008700758,0.00001961396,0.1564499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3084331,"threshold_uncertainty_score":0.9948426,"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."}}