{"id":"W4398762909","doi":"10.29173/cjnser661","title":"The Limits of Nonprofit Sector Resilience: Evidence from Canadian Nonprofit Sector Surveys During the Pandemic","year":2024,"lang":"en","type":"article","venue":"Canadian journal of nonprofit and social economy research","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Precarity; Nonprofit sector; Resilience (materials science); Framing (construction); Neoliberalism (international relations); Workfare; Pandemic; Economic growth; Community resilience; Welfare; Economics; Political science; Business; Public relations; Coronavirus disease 2019 (COVID-19); Political economy","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01445567,0.0002754856,0.0004916059,0.0006307086,0.005076829,0.001258744,0.00155467,0.0003600352,0.0005893806],"category_scores_gemma":[0.001173801,0.0002031942,0.0002668677,0.001108683,0.002206479,0.0008467583,0.00007480775,0.001769871,0.00004309943],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001739475,"about_ca_system_score_gemma":0.01493276,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8113958,"about_ca_topic_score_gemma":0.9777961,"domain_scores_codex":[0.9944282,0.001872068,0.0008270576,0.0004684852,0.000775227,0.001628942],"domain_scores_gemma":[0.9943509,0.002798734,0.0002288163,0.0003352724,0.0009923669,0.001293898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001201383,0.00001281232,0.8817144,0.0003215163,0.0004864298,0.0003315841,0.07780653,0.00001363498,0.002041679,0.009856776,0.007252231,0.02004228],"study_design_scores_gemma":[0.0008725554,0.0003777011,0.744624,0.001340797,0.0001225148,0.00006249765,0.05857707,0.0002553726,0.001354271,0.007580559,0.1838048,0.001027919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737604,0.01001904,0.00001417166,0.007941816,0.001178063,0.000649048,0.0001036497,0.00001933205,0.006314513],"genre_scores_gemma":[0.9935827,0.0009941915,0.00001871011,0.00007868127,0.002595603,0.00003296818,0.000002989411,0.0000467512,0.002647446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1765526,"threshold_uncertainty_score":0.999778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1253030449192282,"score_gpt":0.3767528295699896,"score_spread":0.2514497846507614,"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."}}