{"id":"W7132882192","doi":"","title":"Marital status decisions and Canadian social assistance policy","year":2007,"lang":"","type":"dissertation","venue":"TSpace","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Popularity; Marital status; Social policy; Social assistance; Survey data collection; Longitudinal data; General Social Survey; Social status","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":[0.001661261,0.0001649523,0.0002511087,0.002165246,0.006196765,0.002657114,0.001122503,0.0005614919,0.008531402],"category_scores_gemma":[0.008241038,0.0001810027,0.0003528222,0.004230286,0.001774611,0.0007137181,0.00163389,0.001108047,0.0002842937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07182359,"about_ca_system_score_gemma":0.07032695,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9932297,"about_ca_topic_score_gemma":0.9968573,"domain_scores_codex":[0.99743,0.0002217158,0.00006363529,0.0001635856,0.001047802,0.001073291],"domain_scores_gemma":[0.9953258,0.000532062,0.001096172,0.0001257583,0.001601389,0.001318667],"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":[0.0001544505,0.0001597198,0.7359983,0.0001705497,0.00009364062,0.0002900696,0.01934009,0.001586721,0.0002862262,0.1042589,0.03424792,0.1034135],"study_design_scores_gemma":[0.00002173684,0.0000387772,0.9144626,0.0002522943,0.00003960867,0.00004688178,0.01351229,0.0009452184,0.0001238201,0.002456536,0.06805035,0.00004978683],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8610413,0.00488547,0.000335627,0.02001231,0.0001239127,0.0001043147,0.003631496,0.00002742665,0.1098381],"genre_scores_gemma":[0.9859241,0.002552629,0.000141345,0.0006175538,0.00003292864,0.00001558994,0.0005635787,0.000006045394,0.01014624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07182359,"threshold_uncertainty_score":0.5211191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03256816082542836,"score_gpt":0.4043963988889002,"score_spread":0.3718282380634719,"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."}}