{"id":"W3122299953","doi":"","title":"New Reform Strategies and Welfare Participation in Canada","year":2010,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Welfare; Sanctions; Work (physics); Demographics; Welfare reform; Economics; Demographic economics; Percentage point; Public economics; Point (geometry); Labour economics; Political science; Market economy; Demography; Finance","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":[0.001499426,0.0002195858,0.0002655301,0.001095143,0.002952129,0.001434893,0.0009539442,0.0004285889,0.003413496],"category_scores_gemma":[0.003819328,0.0001285767,0.0003548023,0.002406539,0.001194251,0.0003564605,0.001153223,0.0008044975,0.0001597959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06368478,"about_ca_system_score_gemma":0.06080066,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9943172,"about_ca_topic_score_gemma":0.997148,"domain_scores_codex":[0.997979,0.0002116391,0.00004403412,0.0001575345,0.000673261,0.0009345956],"domain_scores_gemma":[0.9971265,0.0002352785,0.0005583914,0.000116961,0.001405638,0.0005572004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003261801,0.0002482378,0.8871669,0.0001497119,0.0001241697,0.0001378269,0.006800094,0.004856178,0.001036,0.01403957,0.009296989,0.07581824],"study_design_scores_gemma":[0.00002241749,0.00005383245,0.9718374,0.00006311874,0.00003309365,0.00002374944,0.00342926,0.002119366,0.0005387671,0.0005117231,0.02134545,0.00002180629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785308,0.0006800798,0.0005007728,0.002372074,0.00001758261,0.00005880023,0.002625469,0.00002359147,0.01519081],"genre_scores_gemma":[0.9947686,0.0002494069,0.0002713578,0.0001329795,0.000004776373,0.00001321767,0.0006497669,0.000003732095,0.003906213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06368478,"threshold_uncertainty_score":0.4620675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03470258059964492,"score_gpt":0.3342894085268968,"score_spread":0.2995868279272518,"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."}}