{"id":"W1976085038","doi":"10.4043/20811-ms","title":"SS: Offshore Wind Energy Special Session: On Hurricane Risk to Offshore Wind Turbines in US Waters","year":2010,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Petroleum Research Newfoundland and Labrador","funders":"National Renewable Energy Laboratory; U.S. Department of Energy","keywords":"Offshore wind power; Marine engineering; Turbine; Wind power; Submarine pipeline; Environmental science; Renewable energy; Engineering; Mechanical engineering; Geotechnical 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002210506,0.0006395101,0.0007775343,0.001066509,0.0001349127,0.00007643514,0.001012546,0.001055385,0.0003457517],"category_scores_gemma":[0.0001156232,0.0005698371,0.0001140868,0.001102437,0.0003019806,0.0001582471,0.0002071966,0.001353324,0.0001975931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001143793,"about_ca_system_score_gemma":0.00009490921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002744795,"about_ca_topic_score_gemma":0.003334007,"domain_scores_codex":[0.9971446,0.00005509796,0.0006571189,0.0008111084,0.0003768711,0.0009551981],"domain_scores_gemma":[0.9983094,0.00006719582,0.0001094618,0.001122633,0.0001333724,0.0002579791],"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":[0.0004451058,0.0007092147,0.4684399,0.0002293425,0.000537762,0.001385469,0.002758321,0.02745922,0.1247064,0.07262993,0.07537577,0.2253236],"study_design_scores_gemma":[0.003102368,0.0012091,0.1303009,0.001008622,0.0001369493,0.0003139783,0.002168917,0.009643253,0.1852029,0.007509382,0.6554968,0.003906833],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764857,0.00007439299,0.0001248976,0.001038698,0.003287859,0.000258071,0.00004883761,0.0007458706,0.01793562],"genre_scores_gemma":[0.9969311,0.0001066741,0.0003207625,0.0001413034,0.001264176,0.00004937084,0.00004700311,0.00009252501,0.001047062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.580121,"threshold_uncertainty_score":0.9996753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007456662546578067,"score_gpt":0.2061068745372856,"score_spread":0.1986502119907076,"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."}}