{"id":"W4408095726","doi":"10.5539/esr.v14n1p18","title":"Some Common Ingredients for Tornadogenesis Associated with Landfalling Tropical Cyclones Impinging on Frontal Boundaries","year":2025,"lang":"en","type":"article","venue":"Earth Science Research","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tropical cyclone; Tornado; Severe weather; Meteorology; Climatology; Geology; Geography; Storm","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":[0.0001979742,0.0005493328,0.0003118677,0.001504019,0.0009268347,0.0008318234,0.0003218496,0.0004377133,0.002825822],"category_scores_gemma":[0.0008059573,0.0001985212,0.0005760685,0.0007289776,0.0004851343,0.0006872231,0.000660432,0.0004892878,0.0002356138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004036433,"about_ca_system_score_gemma":0.0004750005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003619012,"about_ca_topic_score_gemma":0.005649578,"domain_scores_codex":[0.9997249,0.00003308705,0.00003107654,0.00005463744,0.00008177869,0.00007452493],"domain_scores_gemma":[0.9993617,0.00006166754,0.0003730872,0.00003029924,0.00009651132,0.00007673953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002278571,0.0007107413,0.665414,0.003724368,0.000471187,0.02474077,0.007074478,0.006049266,0.1136229,0.007563347,0.009311792,0.1590386],"study_design_scores_gemma":[0.00008582167,0.0009292992,0.9021646,0.0008652486,0.0004490713,0.008621544,0.01378941,0.006760319,0.02413768,0.004285934,0.03772001,0.0001911438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788961,0.005248204,0.003814304,0.0006497676,0.0001667637,0.0002066976,0.0007160694,0.00009063743,0.01021151],"genre_scores_gemma":[0.9930902,0.002512252,0.002147386,0.0001174565,0.00007849877,0.00004984283,0.0005986555,0.0000117658,0.001393944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003619012,"threshold_uncertainty_score":0.009453356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04890187054762993,"score_gpt":0.3406321355267474,"score_spread":0.2917302649791175,"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."}}