{"id":"W4408384500","doi":"10.1111/1911-3838.12395","title":"Wildfire Guardians and the Complexity of Not‐for‐Profit Accounting*","year":2025,"lang":"en","type":"article","venue":"Accounting Perspectives","topic":"Wildlife Conservation and Criminology Analyses","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Business; Accounting; Profit (economics); Economics; Microeconomics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0105254,0.0002771661,0.0003067582,0.00202144,0.01090128,0.01737654,0.001408736,0.003242283,0.005538389],"category_scores_gemma":[0.02065714,0.0003723421,0.0003225952,0.00175104,0.03515667,0.01048581,0.004945353,0.005335744,0.0002216333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01327895,"about_ca_system_score_gemma":0.01484604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05274436,"about_ca_topic_score_gemma":0.07516713,"domain_scores_codex":[0.9912403,0.005200691,0.0002334557,0.0004801465,0.001517212,0.001328119],"domain_scores_gemma":[0.9784918,0.01326409,0.002741374,0.001142637,0.002274384,0.002085768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002582424,0.00004096451,0.008857623,0.00004171554,0.000009032481,0.002291893,0.07056072,0.0009410909,0.0001403994,0.8905471,0.00747317,0.01907043],"study_design_scores_gemma":[0.00001722883,0.00002943403,0.008823984,0.0004408875,0.0000187267,0.00161009,0.2555034,0.005300956,0.0004753119,0.5347803,0.1929429,0.00005678966],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4787395,0.003729333,0.01567867,0.2005947,0.0004845834,0.00009212405,0.00004708051,0.00006772653,0.3005664],"genre_scores_gemma":[0.9961106,0.0003581324,0.0008301645,0.000784601,0.00004019824,0.000006286773,0.000004285719,0.000007205595,0.001858444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05274436,"threshold_uncertainty_score":0.1048747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03478377499417513,"score_gpt":0.2869086777561696,"score_spread":0.2521249027619945,"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."}}