{"id":"W4254558249","doi":"10.32920/ryerson.14636376.v1","title":"Client Volunteering in Organizations Serving Individuals with Psychiatric Disabilities","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Victoria Park; York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Voluntary sector; Voluntary association; Turnover; Psychology; Public relations; Political science; Management","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.004353279,0.0001241641,0.0001884935,0.001015271,0.006167156,0.00215173,0.0007892065,0.000961609,0.004332539],"category_scores_gemma":[0.007545738,0.0001998343,0.0001535355,0.0009314287,0.001861554,0.0008461279,0.005023538,0.001219262,0.0004455264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002254439,"about_ca_system_score_gemma":0.005442007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01486595,"about_ca_topic_score_gemma":0.04269193,"domain_scores_codex":[0.9958661,0.002580251,0.000112394,0.0001137948,0.000364872,0.0009626845],"domain_scores_gemma":[0.9921001,0.00183558,0.001227999,0.0003733347,0.0007194497,0.003743607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004895636,0.001788237,0.4163165,0.0004006473,0.00001850842,0.002731251,0.3780848,0.0001600191,0.00142333,0.005190826,0.01701004,0.1763863],"study_design_scores_gemma":[0.00008918179,0.0007495467,0.2643681,0.0003078851,0.00001328294,0.001468767,0.6933667,0.000307431,0.0004464238,0.001397433,0.03745438,0.00003081694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891149,0.0003402448,0.0001093985,0.002210516,0.00003873008,0.00006413076,0.00003196059,0.00001007156,0.008080082],"genre_scores_gemma":[0.9964965,0.000381025,0.0002626928,0.0003902593,0.00002980783,0.00005523844,0.00003671209,0.000005345239,0.00234251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01486595,"threshold_uncertainty_score":0.0295589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03339022943088765,"score_gpt":0.377189514279324,"score_spread":0.3437992848484363,"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."}}