{"id":"W7161787107","doi":"10.82308/54579","title":"Volunteerism in social services : structural determinants to engagement","year":2009,"lang":"en","type":"dissertation","venue":"","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Revenue; Service (business); Volunteer; Social Welfare; Turnover; Public service; Sustainability","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":[0.001567752,0.0001346005,0.0002129113,0.0008356204,0.001862721,0.001664313,0.0005525216,0.000333897,0.004169161],"category_scores_gemma":[0.006661958,0.0001119554,0.0002974481,0.001612285,0.001322169,0.0005081558,0.001758954,0.0008102333,0.0001920901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008961842,"about_ca_system_score_gemma":0.00937594,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6771505,"about_ca_topic_score_gemma":0.8109657,"domain_scores_codex":[0.9985737,0.0004650328,0.00003292449,0.0000851486,0.0002133712,0.0006299051],"domain_scores_gemma":[0.9944635,0.001234775,0.001064151,0.0002500963,0.0008496063,0.002137834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007092562,0.0001641122,0.9807172,0.0000147183,0.0000211156,0.00005695665,0.006398318,0.0002697874,0.0001596487,0.000868029,0.0007085041,0.01055066],"study_design_scores_gemma":[0.000002884183,0.00002767623,0.9919081,0.00001653924,0.000003837303,0.00001632742,0.006577229,0.0004836271,0.00002601154,0.0001561184,0.0007784736,0.000002995931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965983,0.00003572151,0.0001092874,0.0004317563,0.000002353414,0.00002198529,0.0001374702,0.000003116206,0.002660058],"genre_scores_gemma":[0.9992657,0.00002562196,0.0000457354,0.00001311026,0.000002474638,0.000009770316,0.00007717595,0.000001363201,0.0005588835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6771505,"threshold_uncertainty_score":0.6495017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02197252590014307,"score_gpt":0.3696211627168302,"score_spread":0.3476486368166871,"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."}}