{"id":"W2060304592","doi":"10.1007/s11266-013-9432-z","title":"The Role of Ideas and Interests in Voluntary Sector Organizing: Some Insights from Canadian Scholarship","year":2013,"lang":"en","type":"article","venue":"VOLUNTAS International Journal of Voluntary and Nonprofit Organizations","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Scholarship; Corporate governance; Sociology; Government (linguistics); Mobilization; Nonprofit sector; Nonprofit organization; Political science; Public relations; Public administration; Management; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004378844,0.000189622,0.0002711259,0.0004921242,0.000498795,0.0002710197,0.0007066958,0.0001483148,0.0004510869],"category_scores_gemma":[0.0008375678,0.0001608827,0.00005201464,0.0005688777,0.0003562299,0.001561626,0.0001426432,0.0004509218,0.00001735121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003423952,"about_ca_system_score_gemma":0.000676927,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2598064,"about_ca_topic_score_gemma":0.3311253,"domain_scores_codex":[0.9980159,0.0002108906,0.0006941153,0.0002255628,0.00053628,0.0003172669],"domain_scores_gemma":[0.9975395,0.0004002578,0.0003356961,0.0001570927,0.001206878,0.0003606357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003127876,0.00004389752,0.9703861,0.000005156493,0.0001542977,0.00001718243,0.007222133,0.000005428825,0.005142058,0.01491826,0.0002418961,0.001832331],"study_design_scores_gemma":[0.0006206885,0.0000784391,0.9434116,0.0001797312,0.00004690623,0.00003155735,0.009248258,0.0001765157,0.002097637,0.03689642,0.006964801,0.0002474343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923446,0.003645015,0.00003679815,0.002262696,0.001021996,0.0002412449,0.00004403513,0.00001499411,0.0003886374],"genre_scores_gemma":[0.9973373,0.001073225,0.0003910759,0.0002936242,0.0007385919,0.000005009689,0.00002330267,0.00003125399,0.0001066618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07131889,"threshold_uncertainty_score":0.7451226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007364856244571146,"score_gpt":0.2469103176815187,"score_spread":0.2395454614369476,"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."}}