{"id":"W4389091969","doi":"10.1002/nml.21597","title":"Sounding the alarm: Occurrences of fraud in nonprofit community sport organizations","year":2023,"lang":"en","type":"article","venue":"Nonprofit Management and Leadership","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Context (archaeology); Business; Sample (material); Cash; Accounting; Public relations; Finance; Political science; Geography","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":[0.002518523,0.0001402185,0.000196919,0.0002689173,0.0009124867,0.00009269839,0.0005045233,0.00008656101,0.0001183945],"category_scores_gemma":[0.0001167962,0.0001189311,0.00004221709,0.002264799,0.0004213464,0.0002306662,0.0001561538,0.0003649656,0.00005168694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004784713,"about_ca_system_score_gemma":0.00003917993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00367091,"about_ca_topic_score_gemma":0.00392499,"domain_scores_codex":[0.9984105,0.0002317459,0.0002825166,0.0002018116,0.000400542,0.000472948],"domain_scores_gemma":[0.9992836,0.0002163162,0.0001012683,0.0002698819,0.00006373975,0.00006518025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001179268,0.00003732013,0.9025605,0.0002449091,0.00003779201,0.000007165282,0.04723565,0.00001747862,0.00004043423,0.04689435,0.001071633,0.001840921],"study_design_scores_gemma":[0.0004299575,0.00003798759,0.6136227,0.0001814157,0.00004968634,4.864503e-7,0.3740754,0.0001742974,0.0001312886,0.002014677,0.00900845,0.0002736722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736757,0.0002399824,0.0001160329,0.002166965,0.0003927075,0.0006564878,0.00000425649,0.0001614322,0.02258649],"genre_scores_gemma":[0.9953018,0.0002121602,0.00007561869,0.0001520219,0.0001190828,0.00003701001,0.00001775299,0.00001537151,0.004069112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3268397,"threshold_uncertainty_score":0.7018203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1769838847633716,"score_gpt":0.3365047800943699,"score_spread":0.1595208953309983,"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."}}