{"id":"W6929199309","doi":"10.48410/d81r-yk51","title":"Effective Communication of Natural Hazards in the Era of Information Explosion","year":2023,"lang":"en","type":"report","venue":"Summit (Simon Fraser University)","topic":"Electromagnetic Fields and Biological Effects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Natural hazard; Preparedness; Hazard; Baseline (sea); Natural (archaeology); Natural disaster; Emergency management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001981508,0.0001419511,0.00007985617,0.0007510329,0.001945575,0.001523883,0.0003501564,0.0008013525,0.006719653],"category_scores_gemma":[0.008526342,0.00009482037,0.00006209004,0.0007670804,0.0006322562,0.002252863,0.001815337,0.0007331452,0.0007905313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001812265,"about_ca_system_score_gemma":0.003932843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02785902,"about_ca_topic_score_gemma":0.05858587,"domain_scores_codex":[0.9986888,0.0006195534,0.00004796007,0.00004237482,0.0002907723,0.0003106697],"domain_scores_gemma":[0.99593,0.001827121,0.0005996993,0.0001228945,0.0008279166,0.0006924664],"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":[0.0002863809,0.0006538153,0.1800957,0.0008580178,0.00002492811,0.003057662,0.05499562,0.0007389606,0.003427883,0.006918573,0.1719095,0.577033],"study_design_scores_gemma":[0.00003780345,0.0004543255,0.4770045,0.001021896,0.0000313439,0.001909722,0.2015211,0.001141332,0.003219516,0.003617042,0.3099852,0.00005632258],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7667803,0.004714418,0.00193824,0.07017394,0.0005358402,0.0002773554,0.0008133531,0.0001500796,0.1546164],"genre_scores_gemma":[0.9737903,0.005448229,0.001909568,0.002361949,0.0002270678,0.0001160191,0.0003620917,0.00001651188,0.01576811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02785902,"threshold_uncertainty_score":0.05539376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01175965766244394,"score_gpt":0.2431367357163614,"score_spread":0.2313770780539174,"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."}}