{"id":"W4253392474","doi":"10.32920/ryerson.14640477.v1","title":"Women's 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":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Redress; Voluntary sector; Turnover; Public relations; Voluntary association; Political science; Population; Neglect; Perception; Business; Sociology; Psychology; Management; Economics","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":[0.00416432,0.0002660874,0.0002163598,0.001297071,0.01924655,0.005714126,0.001333858,0.002264064,0.007352885],"category_scores_gemma":[0.01236618,0.0002064132,0.0003554831,0.002200917,0.005679018,0.001601725,0.003792713,0.002650838,0.0002656866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06726139,"about_ca_system_score_gemma":0.07158971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9635446,"about_ca_topic_score_gemma":0.979752,"domain_scores_codex":[0.9932111,0.0009766379,0.00009892859,0.0003716635,0.001715912,0.003625791],"domain_scores_gemma":[0.992733,0.0009778076,0.0007712743,0.0001483001,0.001884842,0.003484732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001877055,0.00009815132,0.1283371,0.0002732757,0.00004336692,0.0009072507,0.6214917,0.0002116533,0.001928303,0.07524835,0.1090561,0.06221702],"study_design_scores_gemma":[0.00002487145,0.00004506194,0.1482709,0.0002350711,0.00001789634,0.00007970022,0.564042,0.0001287242,0.0002983807,0.002466114,0.2843206,0.00007069761],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.667901,0.002187856,0.0004735514,0.1931662,0.001087438,0.0001632945,0.0005127138,0.00003159951,0.1344764],"genre_scores_gemma":[0.9536319,0.001054549,0.0002585761,0.01709808,0.0001270006,0.00004882575,0.0001430404,0.00002649721,0.02761151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06726139,"threshold_uncertainty_score":0.4880179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02063454507412296,"score_gpt":0.2960750969840151,"score_spread":0.2754405519098921,"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."}}