{"id":"W4316653920","doi":"10.20944/preprints202301.0277.v1","title":"Religion Influence on Disaster Risk Reduction: A case study of Serbia","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Leadership, Courage, and Heroism Studies","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Institute for Sustainable Development","funders":"","keywords":"Religiosity; Fatalism; Natural disaster; Population; Civilization; Belief in God; Development economics; Environmental ethics; Political science; Psychology; Social psychology; Geography; Sociology; Law; Economics; Epistemology; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001022192,0.0005389913,0.0007848451,0.0003145325,0.0002409109,0.00002274277,0.0006183719,0.0003898955,0.0003830226],"category_scores_gemma":[0.0002763319,0.0005282668,0.0002609771,0.0002906833,0.0002136613,0.00007288711,0.001428419,0.001796593,0.004061692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001307955,"about_ca_system_score_gemma":0.00005451723,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01707332,"about_ca_topic_score_gemma":0.001062246,"domain_scores_codex":[0.9956403,0.0007315455,0.0009500139,0.001699091,0.0004939071,0.0004851563],"domain_scores_gemma":[0.99586,0.0002329602,0.0007987339,0.002728295,0.0002503466,0.0001296565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004347537,0.001600375,0.6156424,0.0002737012,0.001199941,0.001881388,0.3755979,0.001589378,0.0001019367,0.0001091499,0.001153748,0.0004152663],"study_design_scores_gemma":[0.001711587,0.0004140995,0.6066123,0.0004034864,0.0005761043,0.0004414544,0.3862166,0.000009816331,0.0002809631,0.002137875,0.0003860283,0.0008096715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905006,0.0001162591,0.000006683763,0.0004667046,0.003078391,0.001549586,0.00003553331,0.0003573594,0.003888851],"genre_scores_gemma":[0.9934084,0.0001544841,0.00001369277,0.00003400592,0.000473548,0.0006127426,0.000008259418,0.00009432867,0.00520052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01601107,"threshold_uncertainty_score":0.9997169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2774006343443529,"score_gpt":0.4272250878292519,"score_spread":0.149824453484899,"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."}}