{"id":"W6920319506","doi":"10.6073/pasta/217abc6c7c135da6535e61d0729313c8","title":"Ecosystem Responses to Hurricanes across North America, the Caribbean, and Taiwan; 1985 to 2018","year":2021,"lang":"en","type":"dataset","venue":"Environmental Data Initiative","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tropical cyclone; Storm; Storm track; Ecosystem; Wind speed; Data assimilation; Land cover; Wind direction; Climate change","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001957042,0.0003437955,0.0001761172,0.0009862769,0.0003862775,0.0006022815,0.0003942669,0.0002267485,0.002161956],"category_scores_gemma":[0.0009253933,0.000105195,0.0002515211,0.002161263,0.000128149,0.0003780228,0.0008414481,0.0003655778,0.0004423275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001186398,"about_ca_system_score_gemma":0.0008990171,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.271071,"about_ca_topic_score_gemma":0.3678007,"domain_scores_codex":[0.9998902,0.00001167764,0.00001192989,0.00002112886,0.00002669863,0.00003831167],"domain_scores_gemma":[0.9994673,0.00002283555,0.0001978768,0.00002398721,0.0001758338,0.0001121556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002145631,0.00005473532,0.9466892,0.0002426665,0.0002738437,0.0004861125,0.001168418,0.001129076,0.000626504,0.0002266754,0.03288801,0.01600018],"study_design_scores_gemma":[0.0000050508,0.00001335707,0.9910462,0.00003345254,0.00001502747,0.0000475671,0.001067305,0.0003520265,0.00005167572,0.00002128385,0.00734292,0.000004131064],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9311867,0.0008021043,0.00009351788,0.0005946014,0.00005059443,0.00003427879,0.06309411,0.0000479486,0.004096115],"genre_scores_gemma":[0.9193908,0.001160489,0.0001241236,0.0001564023,0.00004990095,0.0001192455,0.07520842,0.00001670015,0.00377396],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.728929,"threshold_uncertainty_score":0.5389864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04633405284400902,"score_gpt":0.3035459279295941,"score_spread":0.2572118750855851,"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."}}