{"id":"W3043851621","doi":"10.1111/ijsw.12448","title":"Canada’s unemployment insurance in crisis","year":2020,"lang":"en","type":"article","venue":"International Journal of Social Welfare","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Unemployment; Incentive; Restructuring; Work (physics); Economics; Population; Economic policy; Social protection; Limiting; Labour economics; Business; Economic growth; Finance; Market economy","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":[0.001129435,0.0002125276,0.0003830807,0.0009868866,0.01309772,0.00520942,0.001083317,0.001931885,0.01130395],"category_scores_gemma":[0.002997495,0.0002792487,0.0003269095,0.001365464,0.001869228,0.0009145413,0.00249049,0.002898656,0.0007579286],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07941231,"about_ca_system_score_gemma":0.2557021,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9936761,"about_ca_topic_score_gemma":0.9975716,"domain_scores_codex":[0.9981187,0.00009867799,0.00003026395,0.00007822204,0.0004834364,0.001190742],"domain_scores_gemma":[0.9955868,0.0001449959,0.000109975,0.0000492994,0.0009868366,0.003122087],"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":[0.0002794419,0.0001267107,0.06033396,0.0002874294,0.00006396644,0.001350063,0.00923836,0.0005727676,0.0007505618,0.05581322,0.7772014,0.09398205],"study_design_scores_gemma":[0.00006758381,0.00006330169,0.2156286,0.0004569359,0.00002767747,0.0002231571,0.01500153,0.0007827387,0.0002225132,0.002939187,0.7645072,0.00007957549],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2596617,0.01419711,0.0004292109,0.5286391,0.002169669,0.0001311655,0.006624099,0.0002042855,0.1879437],"genre_scores_gemma":[0.8305384,0.008554996,0.0008924453,0.0526455,0.000441972,0.00006440582,0.002003501,0.00009632693,0.1047625],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9205877,"threshold_uncertainty_score":0.5761794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04347391068879141,"score_gpt":0.3801507093729806,"score_spread":0.3366767986841892,"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."}}