{"id":"W4409537318","doi":"10.1016/j.pdisas.2025.100423","title":"Fishers' responses to tropical cyclones in coastal Bangladesh","year":2025,"lang":"en","type":"article","venue":"Progress in Disaster Science","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Tropical cyclone; African easterly jet; Geography; Climatology; Oceanography; Tropical wave; Environmental science; Fishery; Meteorology; Geology; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002989481,0.0001395171,0.0002003224,0.000494723,0.0001291119,0.0002617752,0.0008893445,0.0000603682,0.0002940109],"category_scores_gemma":[0.0002798783,0.0001062485,0.00003605377,0.002441978,0.0009464311,0.0004115827,0.0001558187,0.0002659549,0.0001222963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001956339,"about_ca_system_score_gemma":0.0001703904,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006294328,"about_ca_topic_score_gemma":0.02045653,"domain_scores_codex":[0.9976712,0.000124553,0.0002983468,0.0005667649,0.0005673034,0.000771801],"domain_scores_gemma":[0.9992329,0.000200713,0.00001892067,0.0002653721,0.00004155001,0.0002405848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002405376,0.00005312247,0.9005842,0.00001599027,0.000001031336,0.00004852976,0.0002247745,0.00002858263,0.00001841674,0.0004602116,0.00005878024,0.09826587],"study_design_scores_gemma":[0.0003147912,0.000133695,0.9951136,0.00006425869,9.817977e-7,0.000002968886,0.0002041268,0.001378195,0.00009585843,0.0008949054,0.001667436,0.0001291759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929658,0.0003582578,0.0001232935,0.003627505,0.0002684355,0.0002701444,0.00002056535,0.00002877382,0.002337221],"genre_scores_gemma":[0.9979714,0.000008227777,0.00141737,0.0003346463,0.00003436494,0.00001501191,0.000003705959,0.00000188646,0.0002134204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09813669,"threshold_uncertainty_score":0.9974176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01709797425182013,"score_gpt":0.3002418650089831,"score_spread":0.283143890757163,"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."}}