{"id":"W1969952599","doi":"10.1175/2007mwr1875.1","title":"Hurricane Katrina (2005). Part I: Complex Life Cycle of an Intense Tropical Cyclone","year":2007,"lang":"en","type":"article","venue":"Monthly Weather Review","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Tropical cyclone; Storm; Extratropical cyclone; Climatology; Oceanography; Atlantic hurricane; Storm surge; Peninsula; Geology; Geography; Archaeology","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":[0.00007661335,0.0001626985,0.00008486622,0.0003483275,0.0006519682,0.0005307376,0.0001101986,0.000173411,0.001443356],"category_scores_gemma":[0.0002541666,0.00007386047,0.0001182525,0.0003975896,0.0001725081,0.0002301764,0.0003458266,0.0001988717,0.0001551824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001244732,"about_ca_system_score_gemma":0.0003670492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03231115,"about_ca_topic_score_gemma":0.07441536,"domain_scores_codex":[0.9999599,0.000006691605,0.000003640842,0.00000867139,0.000008912195,0.00001205706],"domain_scores_gemma":[0.9998916,0.00001035064,0.00004507268,0.000004772813,0.00001753759,0.00003064768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001798403,0.0002123107,0.921198,0.0001642523,0.00009262138,0.00212461,0.002990763,0.004224918,0.006999835,0.001851974,0.01239318,0.04756764],"study_design_scores_gemma":[0.000003601917,0.00006845444,0.9904275,0.00002579479,0.00001367961,0.0003545078,0.001215953,0.000969635,0.0004058971,0.0001451492,0.006361875,0.000007967081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932103,0.0007229648,0.0001288065,0.0002850504,0.00001706112,0.0000350448,0.0008245741,0.00001141575,0.004764838],"genre_scores_gemma":[0.9967889,0.0006221748,0.0002001608,0.00008133387,0.00002060374,0.00001870251,0.001011407,0.000002483943,0.001254285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03231115,"threshold_uncertainty_score":0.06424612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0360486906839646,"score_gpt":0.2849544791033342,"score_spread":0.2489057884193696,"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."}}