{"id":"W4390773113","doi":"10.61959/p210910q","title":"Access to Parental Benefits in Canada","year":2023,"lang":"en","type":"report","venue":"","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subsidy; Unemployment; Government (linguistics); Parental leave; Business; Work (physics); Disability benefits; Demographic economics; Disability insurance; Cost–benefit analysis; Income Support; Economic growth; Economics; Political science; Social security","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":[0.0007564317,0.0002235493,0.0002629985,0.001921248,0.004863859,0.001801781,0.0009997336,0.0004915536,0.01062991],"category_scores_gemma":[0.003132098,0.0002379418,0.0003999328,0.004712862,0.0007938608,0.0006802412,0.00147389,0.001239498,0.0004630156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05428112,"about_ca_system_score_gemma":0.1239953,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.997856,"about_ca_topic_score_gemma":0.9990434,"domain_scores_codex":[0.998107,0.000057835,0.0000620221,0.0001120221,0.0007532743,0.0009079493],"domain_scores_gemma":[0.9946027,0.0002317987,0.0004127226,0.0001029885,0.001976296,0.002673496],"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":[0.0001848212,0.0002096751,0.6433904,0.0003774795,0.00008935256,0.001073735,0.01001975,0.0005017762,0.0003967409,0.01943164,0.1648477,0.159477],"study_design_scores_gemma":[0.0000282651,0.00003007608,0.871065,0.0004234469,0.00002760396,0.000186947,0.006259886,0.0002105113,0.0001323605,0.0006061763,0.1209812,0.00004846893],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6605623,0.01368226,0.0003513091,0.03349787,0.0004320382,0.0003384798,0.05487573,0.000157121,0.2361028],"genre_scores_gemma":[0.9302214,0.01312067,0.0007659724,0.004116901,0.00008148715,0.000130611,0.009951205,0.00003996088,0.04157187],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05428112,"threshold_uncertainty_score":0.3938389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1220199552713504,"score_gpt":0.3693788962782046,"score_spread":0.2473589410068542,"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."}}