{"id":"W4285386024","doi":"10.1080/07055900.2022.2086849","title":"Tropical Cyclones","year":2022,"lang":"en","type":"article","venue":"ATMOSPHERE-OCEAN","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Centennial; Tropical cyclone; Climatology; Cyclone (programming language); Tropical cyclogenesis; Meteorology; Tropical cyclone rainfall forecasting; Geography; Environmental science; History; Geology; Engineering; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001940586,0.0004024503,0.0002238586,0.001397348,0.0005544347,0.001208334,0.0001737455,0.0002414634,0.01101413],"category_scores_gemma":[0.0007413416,0.00008598614,0.0001696249,0.001431035,0.0003057451,0.0006588211,0.0006151423,0.0005270515,0.001641746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005520704,"about_ca_system_score_gemma":0.0006022978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003954117,"about_ca_topic_score_gemma":0.006170962,"domain_scores_codex":[0.9997684,0.00004108334,0.00001903417,0.0000443474,0.00007350129,0.00005355294],"domain_scores_gemma":[0.9997124,0.00006847065,0.00007837109,0.00001973433,0.00006642989,0.00005462425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001981492,0.00006503897,0.03872406,0.002296538,0.0001027197,0.001378999,0.001368479,0.001681716,0.002760092,0.1202482,0.2031678,0.6280081],"study_design_scores_gemma":[0.00001455275,0.00004761745,0.03291285,0.0005990618,0.00002409699,0.001159223,0.0004454716,0.000113493,0.0001765197,0.004767345,0.9597275,0.00001209133],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.05840208,0.5351123,0.004237796,0.00860468,0.007860482,0.0001868611,0.006795275,0.0004134672,0.378387],"genre_scores_gemma":[0.423058,0.4811927,0.002773768,0.00374556,0.009344506,0.0001391878,0.006583104,0.00007876014,0.07308444],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01101413,"threshold_uncertainty_score":0.03684592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01447904823487348,"score_gpt":0.2270706248743107,"score_spread":0.2125915766394372,"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."}}