{"id":"W4402389718","doi":"10.2139/ssrn.4952542","title":"Policy Forum: The Registered Charity Appeals Process—More Reasons (and&amp;nbsp;a&amp;nbsp;Few Proposals) for Reform","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Legal Systems and Judicial Processes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Process (computing); Political science; Public administration; Public relations; Psychology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005334335,0.0002839489,0.0003788472,0.0001773644,0.00238256,0.0008213642,0.0007106634,0.0002335405,0.00001982783],"category_scores_gemma":[0.0009463013,0.0001820594,0.0002351996,0.0008364274,0.0004288514,0.0007269565,0.00007044815,0.001616642,0.0000351284],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001681669,"about_ca_system_score_gemma":0.01083299,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01706877,"about_ca_topic_score_gemma":0.1057048,"domain_scores_codex":[0.995198,0.0001847276,0.0005385574,0.0004524982,0.0007267338,0.002899535],"domain_scores_gemma":[0.9986964,0.0001435403,0.0002914008,0.0002803484,0.0003394719,0.0002487767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008101195,0.00004779474,0.0002707113,0.0002443446,0.0001874539,0.000002194409,0.01063563,8.372562e-7,0.00008342503,0.9480843,0.002175846,0.03818647],"study_design_scores_gemma":[0.0003139908,0.0001872414,0.00005074886,0.0002966067,0.00007671685,0.0002242985,0.01929174,0.0000136468,0.00001880875,0.6101125,0.3691228,0.0002908984],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1829251,0.1003951,0.01138481,0.607215,0.002864216,0.006279102,0.0001509369,0.001086282,0.08769938],"genre_scores_gemma":[0.9712149,0.008103708,0.00005451387,0.0004341886,0.003611612,0.000112814,0.000008629218,0.00005430908,0.01640536],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7882897,"threshold_uncertainty_score":0.9989162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03440824670180719,"score_gpt":0.3739159947854562,"score_spread":0.339507748083649,"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."}}