{"id":"W4205900454","doi":"10.29173/cjnser.2021v12n2a547","title":"Does Covid Portend a Shocking Future for Nonprofits?","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":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Journal of Communication (Canada)","funders":"","keywords":"Preparedness; Coronavirus disease 2019 (COVID-19); Surprise; 2019-20 coronavirus outbreak; Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Public relations; Shock (circulatory); Political science; Sociology; Medicine; Law; Outbreak; Virology; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01243863,0.0002724069,0.0002860048,0.0007525553,0.01612112,0.02429456,0.001624508,0.007381577,0.03241669],"category_scores_gemma":[0.01980995,0.000273472,0.0004041009,0.001346984,0.007449812,0.01172421,0.008828859,0.01252894,0.003525379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02320438,"about_ca_system_score_gemma":0.06838053,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1233781,"about_ca_topic_score_gemma":0.2915066,"domain_scores_codex":[0.9912218,0.001626323,0.0001725221,0.0004290076,0.002473514,0.004076851],"domain_scores_gemma":[0.9586191,0.00272718,0.001264152,0.0005918546,0.004833431,0.03196434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006558192,0.0002110656,0.01042046,0.0001860902,0.00001147653,0.0006359774,0.01019147,0.00009583517,0.0002967673,0.1499934,0.7671956,0.06069615],"study_design_scores_gemma":[0.00001209278,0.00004370763,0.006314315,0.0003658886,0.000003534767,0.0002098807,0.06850906,0.00009365949,0.0001249957,0.01252469,0.9117415,0.0000566711],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00915536,0.001989616,0.0001971701,0.9302154,0.003796826,0.00001212805,0.00008141183,0.00003231207,0.05451978],"genre_scores_gemma":[0.4577616,0.01162464,0.002528033,0.443586,0.003293993,0.00009520891,0.0003891711,0.0001365888,0.08058479],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8766218,"threshold_uncertainty_score":0.24532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0805076831682615,"score_gpt":0.3873648886091766,"score_spread":0.3068572054409151,"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."}}