{"id":"W1597500665","doi":"","title":"Summary Of: Work Hours Instability in Canada","year":2006,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Work hours; Work (physics); Working hours; Demographic economics; Working time; Equity (law); Inequality; Panel Study of Income Dynamics; Instability; Economics; Labour economics; Political science; Engineering; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008591663,0.0003754971,0.0005776841,0.004036663,0.004641242,0.003296996,0.001046688,0.0005399254,0.01821027],"category_scores_gemma":[0.003089986,0.0001961819,0.0005770711,0.01139823,0.000478632,0.0005632642,0.001194179,0.0008189322,0.001570829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05991059,"about_ca_system_score_gemma":0.121635,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9973997,"about_ca_topic_score_gemma":0.9980184,"domain_scores_codex":[0.998312,0.0000478924,0.00008393138,0.0001659436,0.0009503518,0.0004398621],"domain_scores_gemma":[0.9948715,0.0002652264,0.0003006404,0.00008940876,0.003324948,0.001148347],"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":[0.0003400441,0.00007326606,0.2822987,0.002058218,0.0001576078,0.0004000914,0.004775794,0.001377046,0.0004002534,0.005687319,0.4963003,0.2061313],"study_design_scores_gemma":[0.00002032803,0.00003517481,0.8239428,0.0006492042,0.0000589152,0.00009471003,0.004226338,0.0004758089,0.0002093659,0.0003831573,0.1698359,0.00006821975],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2913152,0.06171492,0.001018752,0.04124914,0.002962233,0.0004474359,0.4199506,0.0004608451,0.1808809],"genre_scores_gemma":[0.7880136,0.03430698,0.00108382,0.00350365,0.0007270547,0.0001417927,0.08708812,0.0001647243,0.08497018],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05991059,"threshold_uncertainty_score":0.4346838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06387754334279792,"score_gpt":0.3861205925828715,"score_spread":0.3222430492400736,"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."}}