{"id":"W7034064653","doi":"","title":"Strategies Leaders in a Canadian Charity Use to Maintain Donors’ Trust and Ensure Continued Donations","year":2022,"lang":"en","type":"article","venue":"ScholarWorks (Walden University)","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Misappropriation; Accountability; Disadvantaged; Government (linguistics); Transparency (behavior); Audit; Thematic analysis; Qualitative research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002048918,0.00009070704,0.00009158747,0.0003107006,0.0006781166,0.00006994171,0.0002290124,0.00007373856,0.001665212],"category_scores_gemma":[0.00003840489,0.000114686,0.00002761914,0.0006301799,0.0001360905,0.0007018946,0.0001788879,0.0005129984,0.00006307483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007495978,"about_ca_system_score_gemma":0.00008161204,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2527683,"about_ca_topic_score_gemma":0.8131019,"domain_scores_codex":[0.9990987,0.0001638445,0.00007498237,0.0002687121,0.00008904517,0.0003046858],"domain_scores_gemma":[0.9995479,0.00005379463,0.00002694888,0.0001342205,0.00000780539,0.0002293323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004474222,0.00003240692,0.9868881,6.999296e-7,0.00001234083,0.0001251384,0.001255695,0.001991085,0.0004472506,0.008123761,0.000640551,0.0004382844],"study_design_scores_gemma":[0.0002321906,0.00003536283,0.7515262,0.000003744697,0.000008750875,0.00001192251,0.009557318,0.00009628158,0.000008128438,0.0001264693,0.2382619,0.0001316781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830162,0.00001006735,0.00005684494,0.001953404,0.00009434683,0.0001850687,0.00007463906,0.00002032585,0.01458914],"genre_scores_gemma":[0.9920617,0.00001050408,0.0001715429,0.000384287,0.000007673342,0.000003483573,0.00002162336,0.000004650753,0.007334564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5603335,"threshold_uncertainty_score":0.9992474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.017388313488008,"score_gpt":0.2617566451696712,"score_spread":0.2443683316816632,"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."}}