{"id":"W3171441099","doi":"10.5194/egusphere-egu21-85","title":"The Critical Role of Cloud–Infrared Radiation Feedback in Tropical Cyclone Development","year":2021,"lang":"en","type":"article","venue":"","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"","keywords":"Outgoing longwave radiation; Storm; Environmental science; Tropical cyclone; Atmospheric sciences; Context (archaeology); Positive feedback; Meteorology; Convection; Physics; Geology; Engineering","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":[0.0002061868,0.0003646424,0.0002575746,0.0001533638,0.0005290731,0.0007834537,0.0003697225,0.0004933677,0.001812145],"category_scores_gemma":[0.001725554,0.000201553,0.0002993796,0.0001482442,0.0005696421,0.0005837395,0.0005635539,0.0008353569,0.00008699457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007527332,"about_ca_system_score_gemma":0.0008449479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02249134,"about_ca_topic_score_gemma":0.01487936,"domain_scores_codex":[0.9998987,0.00002258266,0.000005738197,0.00002410036,0.0000134119,0.00003543777],"domain_scores_gemma":[0.999355,0.0002898303,0.0001217002,0.00005280306,0.0000577973,0.000122819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0006716395,0.0009322244,0.1830378,0.0001814305,0.0001313577,0.0006772553,0.0003302836,0.6869127,0.1035637,0.01027886,0.001586806,0.01169603],"study_design_scores_gemma":[0.0003117774,0.0007247328,0.1161176,0.00003206982,0.00008551611,0.00009277861,0.0006637694,0.8497185,0.02812185,0.002633815,0.00142401,0.00007354457],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969754,0.00003288923,0.0006363635,0.0001646952,0.00001006783,0.00001175812,0.0001264658,0.00002114566,0.002021252],"genre_scores_gemma":[0.9994872,0.00002759981,0.0002999618,0.00002956423,0.000003307784,0.000006190282,0.00005207456,0.000003451393,0.00009058368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02249134,"threshold_uncertainty_score":0.04472083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01684639999795971,"score_gpt":0.255325521664235,"score_spread":0.2384791216662753,"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."}}