{"id":"W4392681634","doi":"10.1088/2515-7655/ad331e","title":"Ambient wind conditions impact on energy requirements of an offshore direct air capture plant","year":2024,"lang":"en","type":"article","venue":"Journal of Physics Energy","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Pacific Institute for Climate Solutions","keywords":"Offshore wind power; Environmental science; Wind power; Marine engineering; Submarine pipeline; Meteorology; Engineering; Geography; Electrical engineering; Geotechnical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001049688,0.000218091,0.0002564227,0.0001783466,0.0004227609,0.0004575972,0.000151634,0.0003218932,0.001745165],"category_scores_gemma":[0.0002283013,0.0001241143,0.0001971021,0.0001662999,0.00013358,0.0002533215,0.0001888511,0.0001926109,0.0003106801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002965485,"about_ca_system_score_gemma":0.0001888077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003794975,"about_ca_topic_score_gemma":0.008693519,"domain_scores_codex":[0.9998697,0.00001682605,0.000006721515,0.00003055304,0.00004776914,0.00002838107],"domain_scores_gemma":[0.9998688,0.00005306601,0.00001815206,0.000008127909,0.00003495251,0.00001695311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003535702,0.0007180005,0.2510394,0.0006074792,0.0001394339,0.006385076,0.0005130286,0.2474869,0.4141675,0.0005160542,0.002206402,0.07268509],"study_design_scores_gemma":[0.00012552,0.003152838,0.6724668,0.00004736034,0.000116349,0.0006861396,0.003082925,0.1783208,0.1374823,0.0004056572,0.003994505,0.0001187677],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979061,0.00002710837,0.0006612269,0.00001340088,0.000004898135,0.000009744469,0.0001483557,0.00002314866,0.001206046],"genre_scores_gemma":[0.999318,0.00001922932,0.0001619084,0.000002796334,7.612101e-7,0.000004618591,0.00009480517,0.000004021432,0.0003939182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003794975,"threshold_uncertainty_score":0.007545769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01156832000558876,"score_gpt":0.2536601999246382,"score_spread":0.2420918799190494,"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."}}