{"id":"W4250121462","doi":"10.32920/ryerson.14639775","title":"Women's voluntary organizations are different: their response to shifts in Canadian policy","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Turnover; Voluntary association; Voluntary sector; Neglect; Politics; Political science; Paragraph; Liberalism; Public relations; Management; Medicine; Law; Economics; Nursing","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":[0.004849957,0.000265483,0.0002465246,0.001400906,0.01114358,0.004080265,0.001094435,0.001656435,0.006314639],"category_scores_gemma":[0.01737339,0.0001879585,0.0002594797,0.003186766,0.00318776,0.001168848,0.002240976,0.001602492,0.000241625],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04691215,"about_ca_system_score_gemma":0.05765882,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9683322,"about_ca_topic_score_gemma":0.9802024,"domain_scores_codex":[0.9936428,0.001087057,0.0001252046,0.00041094,0.001858483,0.002875457],"domain_scores_gemma":[0.993423,0.001445453,0.0008779694,0.0001995702,0.002452688,0.001601242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000285566,0.00009123277,0.2513205,0.0004700694,0.00004537236,0.0005198237,0.5453404,0.0002391118,0.002397797,0.03798782,0.08890145,0.07240096],"study_design_scores_gemma":[0.00001680645,0.0000489442,0.2960685,0.0003679841,0.00001511981,0.00007651931,0.5238363,0.0001596137,0.0005612622,0.001394902,0.1773715,0.00008265295],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8604503,0.001652922,0.0004190097,0.07078175,0.0005131905,0.0001837315,0.001691038,0.00001838873,0.06428964],"genre_scores_gemma":[0.9705211,0.0009485195,0.0002981901,0.008622169,0.00007306361,0.00007970355,0.0003327455,0.00001802681,0.01910652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9530879,"threshold_uncertainty_score":0.340373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01814003271334077,"score_gpt":0.2876298795525068,"score_spread":0.269489846839166,"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."}}