{"id":"W4416655434","doi":"10.29173/cjnser801","title":"Biting the Hand that Feeds You? Exploring Whether (and How) Government Funding Constrains Charities’ Engagement in Public Policy","year":2025,"lang":"en","type":"article","venue":"Canadian journal of nonprofit and social economy research","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Acadia University; Dalhousie University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Insider; Agency (philosophy); Government (linguistics); Politics; Public policy; Revenue; Campaign finance","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.008250307,0.0001558402,0.0003517659,0.001922182,0.005929032,0.005685002,0.0009709936,0.0008988176,0.007635468],"category_scores_gemma":[0.03582918,0.000292661,0.0003147433,0.003380503,0.004106995,0.003109591,0.003152735,0.002013395,0.0006443436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01404105,"about_ca_system_score_gemma":0.02356212,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5189846,"about_ca_topic_score_gemma":0.6879954,"domain_scores_codex":[0.9907461,0.003391128,0.0002572914,0.0004713265,0.001542083,0.003592007],"domain_scores_gemma":[0.9608323,0.01512218,0.0108882,0.001593945,0.00456825,0.006995181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002092949,0.00019593,0.8357959,0.0002121426,0.0001007795,0.0003776421,0.06810106,0.0004748418,0.0003271704,0.01703957,0.01498103,0.06218465],"study_design_scores_gemma":[0.00002127054,0.00005942927,0.6812028,0.000680036,0.0000500458,0.0002304297,0.2612059,0.0007378609,0.0002341611,0.00521878,0.05029163,0.00006752984],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9432803,0.000691116,0.0007917727,0.01332884,0.0000549676,0.00004079524,0.0003417128,0.00001696066,0.04145358],"genre_scores_gemma":[0.9968204,0.0003308287,0.0001471175,0.0005853109,0.00001816782,0.00002097218,0.00008662375,0.000009339282,0.001981155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4810154,"threshold_uncertainty_score":0.9676965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2921572966194557,"score_gpt":0.3795036984959614,"score_spread":0.08734640187650572,"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."}}