{"id":"W4400391545","doi":"10.1016/j.jhydrol.2024.131611","title":"Spatial and conventional verifications of hurricanes Dorian and Fiona using the Canadian precipitation analysis &amp; integrated multi-satellite retrievals for GPM products","year":2024,"lang":"en","type":"article","venue":"Journal of Hydrology","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Precipitation; Environmental science; Satellite; Meteorology; Climatology; Remote sensing; Geology; Geography; Engineering; Aerospace engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003218979,0.00005305301,0.0001543555,0.0002344986,0.0001258155,0.00005060866,0.00007396559,0.00005416657,0.0001300078],"category_scores_gemma":[0.0002453575,0.00003153463,0.00005475389,0.0003726965,0.0002294866,0.00008544917,0.000003648488,0.0001432878,0.000001404633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008505912,"about_ca_system_score_gemma":0.0001965099,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03099915,"about_ca_topic_score_gemma":0.3477444,"domain_scores_codex":[0.999259,0.0001146885,0.0002589352,0.0001099092,0.0001298044,0.0001276636],"domain_scores_gemma":[0.9993083,0.0002665878,0.00008257174,0.00005211959,0.0001871201,0.0001032646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000349845,0.00003130246,0.9632043,0.0001032528,0.0006783309,0.00001319372,0.0005559574,0.002758299,0.00260438,0.0009506029,0.0001170771,0.02863348],"study_design_scores_gemma":[0.0001954079,0.000221458,0.9216969,0.00001134096,0.0002187538,0.00005773481,0.0000382769,0.06393737,0.00007253107,0.001469613,0.01203072,0.00004988918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894693,0.002846501,0.003323396,0.003940629,0.0001758076,0.0001166565,0.000113305,0.000002247477,0.00001208869],"genre_scores_gemma":[0.9968342,0.0001702036,0.002770654,0.00002603403,0.0001111305,4.777739e-7,0.00005116177,0.000001454617,0.00003468474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3167452,"threshold_uncertainty_score":0.9754535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05348135693446427,"score_gpt":0.3100900071890029,"score_spread":0.2566086502545387,"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."}}