{"id":"W3210867598","doi":"10.29173/cjnser.2021v12ns1a545","title":"National Nonprofit Sector Advocacy During the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Canadian journal of nonprofit and social economy research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Coronavirus disease 2019 (COVID-19); Humanities; Management; Art; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.008339117,0.0003178401,0.0002661239,0.0007955961,0.01259538,0.007401091,0.00165917,0.004795203,0.0108102],"category_scores_gemma":[0.008882238,0.0002656686,0.0003680185,0.0008011406,0.005097479,0.002129159,0.00816121,0.005589517,0.0007883616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04735661,"about_ca_system_score_gemma":0.1122555,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5374681,"about_ca_topic_score_gemma":0.7554643,"domain_scores_codex":[0.9939305,0.001352984,0.00007041478,0.0002996142,0.001077003,0.003269484],"domain_scores_gemma":[0.9900162,0.001058822,0.0005166889,0.0002683559,0.001767111,0.006372887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002864575,0.0002918551,0.02909025,0.0004943622,0.0000482447,0.002311479,0.03653405,0.0006684645,0.00360127,0.128949,0.6016119,0.1961128],"study_design_scores_gemma":[0.00002861951,0.0000502072,0.01155254,0.0003505544,0.0000113815,0.0001848633,0.02552043,0.0003529721,0.0006979697,0.005965432,0.9552611,0.00002409977],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1118141,0.01180639,0.001788118,0.6524753,0.005987581,0.0001753508,0.0002940705,0.000162445,0.2154967],"genre_scores_gemma":[0.7226902,0.008165211,0.002690858,0.1664791,0.001107503,0.0001438408,0.000445724,0.00008438522,0.0981932],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4625319,"threshold_uncertainty_score":0.9305117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1579444044343704,"score_gpt":0.4030168996169766,"score_spread":0.2450724951826061,"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."}}