{"id":"W4417238233","doi":"10.1002/nba.33094","title":"How to turn volunteer risk into nonprofit resilience","year":2025,"lang":"en","type":"article","venue":"Nonprofit Business Advisor","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Resilience (materials science); Quarter (Canadian coin); Psychological resilience; Financial risk; Closing (real estate)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01715555,0.00121444,0.0006856047,0.002063968,0.006833935,0.01823057,0.002223538,0.008052099,0.03360691],"category_scores_gemma":[0.06288982,0.0005126653,0.00115853,0.000984914,0.01845195,0.02557686,0.02205677,0.01295209,0.008131225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005282341,"about_ca_system_score_gemma":0.02457162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005894985,"about_ca_topic_score_gemma":0.008481742,"domain_scores_codex":[0.9903026,0.00519903,0.0001965678,0.000771149,0.001641415,0.001889232],"domain_scores_gemma":[0.9656565,0.01192039,0.002055911,0.002960029,0.004825849,0.0125813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001313354,0.0004363441,0.003839134,0.0005620614,0.0001015932,0.0003920487,0.0147255,0.001570341,0.0005782128,0.4484292,0.3529163,0.1763179],"study_design_scores_gemma":[0.00009793023,0.0001562248,0.001726451,0.001744783,0.00004667418,0.0001757101,0.01800579,0.0008613223,0.0004298616,0.570479,0.4061756,0.0001006044],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.009083258,0.006007006,0.01745921,0.8862326,0.006568602,0.0001704632,0.00008922144,0.0005652785,0.07382424],"genre_scores_gemma":[0.5949804,0.01547188,0.03055356,0.2959953,0.008741312,0.001048316,0.0002044758,0.0008747473,0.05213],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03360691,"threshold_uncertainty_score":0.1124263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009750355534307602,"score_gpt":0.2927826249499261,"score_spread":0.2830322694156185,"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."}}