{"id":"W3166680787","doi":"10.3390/jrfm14060247","title":"Private Support for Public Disaster Aid","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Public opinion; Probit model; Politics; Government (linguistics); Socioeconomic status; Public economics; Probit; Survey data collection; General Social Survey; Political science; Ordered probit; Ideology; Survey of Income and Program Participation; Economic growth; Economics; Demographic economics; Sociology; Psychology; Social psychology; Population; Demography; Law","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":[0.000847043,0.00007611845,0.0001347615,0.0007192749,0.0007649423,0.001303069,0.0003125395,0.000436136,0.02029069],"category_scores_gemma":[0.00798265,0.00007539897,0.00009586591,0.0007449214,0.0004878659,0.0005978101,0.0009225568,0.0005523312,0.0009031873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009351149,"about_ca_system_score_gemma":0.001482468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006020762,"about_ca_topic_score_gemma":0.01386731,"domain_scores_codex":[0.9990867,0.0003360675,0.00003514376,0.00005366209,0.0001994599,0.0002888902],"domain_scores_gemma":[0.9885839,0.003218881,0.004772535,0.0005669444,0.0009541,0.001903691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000309099,0.0005690138,0.7623238,0.0002566821,0.0001669701,0.000831248,0.004498907,0.002407136,0.001355053,0.03125728,0.03962948,0.1563953],"study_design_scores_gemma":[0.00005917954,0.0002110272,0.8720261,0.0002370702,0.00005541444,0.0009537933,0.01453047,0.003408952,0.0006121468,0.007495164,0.1003846,0.00002599051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8925658,0.0005712613,0.0005743652,0.01795633,0.00008215057,0.00002383295,0.001176877,0.00003864807,0.08701079],"genre_scores_gemma":[0.996418,0.0001815192,0.00005467453,0.0001563602,0.00004287084,0.000004312963,0.0001462062,0.000002013654,0.002994018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02029069,"threshold_uncertainty_score":0.06787914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01528448240829617,"score_gpt":0.2643694722489983,"score_spread":0.2490849898407021,"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."}}