{"id":"W4385396298","doi":"10.24043/001c.84786","title":"Island Cities and Disaster Risk: A Study of San Juan’s Hurricane Early Warning System","year":2023,"lang":"en","type":"article","venue":"Island Studies Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Warning system; Early warning system; Geography; Strengths and weaknesses; Hurricane katrina; Scholarship; Cartography; Natural disaster; Environmental planning; Political science; Computer science; Meteorology; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001063953,0.0001208179,0.0003114481,0.0001718063,0.001222825,0.0001709352,0.0001963341,0.00002787359,0.00001673858],"category_scores_gemma":[0.0001318765,0.00008379982,0.00005000865,0.0003509349,0.0002985586,0.0002108572,0.0001683186,0.0001681244,0.00001086946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003545603,"about_ca_system_score_gemma":0.00002036981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004619194,"about_ca_topic_score_gemma":0.00688535,"domain_scores_codex":[0.9983365,0.0003304548,0.0003101478,0.0001687197,0.0005282398,0.000325916],"domain_scores_gemma":[0.9992891,0.0001906867,0.0002445324,0.00009440894,0.0001058811,0.00007541301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000295369,0.000044844,0.5164391,0.00005729324,0.0002868708,0.00005688385,0.4742548,0.00003561303,0.000002817643,0.0002091569,0.00593003,0.002653008],"study_design_scores_gemma":[0.0007207661,0.0003065705,0.1625451,0.0001411617,0.00009982431,0.000004600294,0.8339326,0.00004140451,3.790982e-7,0.0002192055,0.001871881,0.0001164462],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985749,0.0007324988,0.00002037856,0.0001343753,0.0005333687,0.0002017361,0.000005499184,0.00004122063,0.01258194],"genre_scores_gemma":[0.9935892,0.001198331,0.000007249192,0.00000639637,0.0002998853,0.00000815659,2.24109e-7,0.000007545366,0.00488302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3596778,"threshold_uncertainty_score":0.9405105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0327765994446761,"score_gpt":0.3243706227228026,"score_spread":0.2915940232781266,"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."}}