{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007988643,0.00007931571,0.0001635077,0.0001067766,0.0003311799,0.0001904892,0.0002005173,0.00003762851,0.00007701581],"category_scores_gemma":[0.0001894656,0.00006701391,0.0001101374,0.0002199483,0.0001118288,0.0003400962,0.0001124394,0.00008200642,0.000006052673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002720364,"about_ca_system_score_gemma":0.00006279683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006222146,"about_ca_topic_score_gemma":0.00011631,"domain_scores_codex":[0.9989477,0.0000661934,0.0002808492,0.0001337601,0.000313999,0.0002575225],"domain_scores_gemma":[0.9994153,0.00004671876,0.0002102329,0.00009468533,0.0001239249,0.000109128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000735533,0.0001792205,0.01637801,0.00008270668,0.0000425436,0.0001253736,0.005642165,0.00000546847,0.000007042946,0.3502726,0.0121561,0.6150352],"study_design_scores_gemma":[0.0006350165,0.00007448118,0.01880727,0.00002602303,0.00006978609,0.000002074599,0.004098861,0.000003654804,0.000006914747,0.01235695,0.9638275,0.00009147968],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5797316,0.001715175,0.2447942,0.006563788,0.004956467,0.001076941,0.00002899109,0.00004964447,0.1610831],"genre_scores_gemma":[0.9751059,0.005515107,0.006022851,0.0005037076,0.0007330525,0.000009716346,0.000002532194,0.00001063407,0.01209651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9516714,"threshold_uncertainty_score":0.2732748,"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."}}