{"id":"W2085979402","doi":"10.1080/02626660109492837","title":"Tropical cyclones and floods in Fiji","year":2001,"lang":"en","type":"article","venue":"Hydrological Sciences Journal","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; University of the Pacific","keywords":"Tropical cyclone; Tropical cyclone rainfall forecasting; Flood myth; Climatology; Precipitation; Environmental science; El Niño Southern Oscillation; Geography; Hydrology (agriculture); Cyclone (programming language); Meteorology; Geology","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000406713,0.0001226425,0.0002056879,0.0001177175,0.0004204795,0.0002263018,0.0003752464,0.0001077069,0.004368403],"category_scores_gemma":[0.0001815877,0.00006879058,0.00005677438,0.0005232092,0.00075463,0.0002980855,0.00003499211,0.0005442416,0.0001189512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005463032,"about_ca_system_score_gemma":0.00003160223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004337204,"about_ca_topic_score_gemma":0.002050464,"domain_scores_codex":[0.9980237,0.0002094846,0.0002873174,0.0003108196,0.0005060144,0.0006626201],"domain_scores_gemma":[0.9992259,0.0002435101,0.00004083638,0.00006382501,0.00001674786,0.000409207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006123914,0.00002703373,0.958351,0.000001321792,0.000001808632,0.0003008709,0.00001578331,0.0005732191,0.00002486841,0.0003719969,0.00003283557,0.04023798],"study_design_scores_gemma":[0.0003028969,0.0007440896,0.96832,0.000006019498,0.000001958195,0.0009088819,0.00003058784,0.008987158,0.000002804028,0.01629405,0.004293116,0.0001085159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887806,0.0009361526,0.0001491383,0.004287973,0.0001320259,0.00005834919,0.000001561029,0.00001868506,0.005635567],"genre_scores_gemma":[0.9973653,0.0009653461,0.0009432812,0.0004269307,0.0002520716,5.537673e-7,8.254884e-7,0.000001071869,0.00004460443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04012946,"threshold_uncertainty_score":0.9965417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03523573151501737,"score_gpt":0.2713832183478085,"score_spread":0.2361474868327911,"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."}}