{"id":"W2109650663","doi":"10.1017/s0047279410000279","title":"Cycling Off and On Welfare in Canada","year":2010,"lang":"en","type":"article","venue":"Journal of Social Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Receipt; Welfare; Earnings; Work (physics); Labour economics; Demographic economics; Survey of Income and Program Participation; Welfare reform; Social assistance; Economics; Economic growth; Market economy; Finance","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":[0.0007051365,0.0002946019,0.0005800875,0.001927302,0.01035882,0.003975248,0.00163122,0.0009459755,0.007432195],"category_scores_gemma":[0.002114753,0.0003158416,0.0006194164,0.005512747,0.00172516,0.0008797516,0.003515096,0.002327722,0.0004347187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08556325,"about_ca_system_score_gemma":0.1274784,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9980907,"about_ca_topic_score_gemma":0.9991386,"domain_scores_codex":[0.9971645,0.0001387865,0.00005848647,0.0001840932,0.0006061195,0.001847995],"domain_scores_gemma":[0.9971337,0.0001082576,0.0002534278,0.00005245842,0.0009294506,0.001522668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003176575,0.0003706654,0.8350736,0.000245908,0.00009657771,0.001006093,0.05798225,0.0005987886,0.0005995295,0.006542517,0.02674254,0.0704238],"study_design_scores_gemma":[0.00001974836,0.00009239045,0.8632115,0.000314143,0.00003295735,0.0001226107,0.09260257,0.0004482471,0.0001621364,0.000430483,0.04248544,0.00007773611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718121,0.001096288,0.00007517261,0.004402196,0.00008022148,0.0001075684,0.005954384,0.00001502912,0.01645708],"genre_scores_gemma":[0.9831964,0.001255829,0.0001492248,0.001040097,0.00001917654,0.0000457702,0.002281501,0.0000114167,0.01200047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08556325,"threshold_uncertainty_score":0.6208078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03050994719057544,"score_gpt":0.4066198591508839,"score_spread":0.3761099119603085,"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."}}