{"id":"W7132399664","doi":"","title":"Evaluation of monopile wind turbine platforms for extreme design conditions","year":2025,"lang":"en","type":"article","venue":"NPARC","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Turbine; Submarine pipeline; Offshore wind power; Wind engineering; Storm; Mode (computer interface)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0006831351,0.0004913707,0.000263214,0.0004189348,0.0002904927,0.000528818,0.0004980505,0.0005273374,0.001883155],"category_scores_gemma":[0.001444388,0.0001821376,0.0002946699,0.0001543476,0.0002732669,0.0003815377,0.0003708127,0.0002322336,0.0003006903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005332952,"about_ca_system_score_gemma":0.000314147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002298803,"about_ca_topic_score_gemma":0.004662371,"domain_scores_codex":[0.9996377,0.00009862593,0.00001264719,0.0000336337,0.0001385152,0.00007893235],"domain_scores_gemma":[0.99932,0.0002966395,0.0001072637,0.00006295458,0.0001536145,0.00005961682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008265027,0.0001475641,0.01793554,0.0002055558,0.00004047765,0.0008348242,0.0001189228,0.893379,0.04849638,0.0009757413,0.0007773118,0.03626227],"study_design_scores_gemma":[0.00005541546,0.002617761,0.03554132,0.00003101578,0.00004007326,0.0003399659,0.0003490195,0.9355344,0.02331406,0.0005145796,0.001634886,0.00002742066],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834303,0.0000564219,0.01122993,0.00004319397,0.000007933339,0.00005220149,0.0001406317,0.00009457789,0.004944799],"genre_scores_gemma":[0.9978735,0.00001470188,0.001542276,0.000003859423,0.000001073276,0.00001355559,0.0000582807,0.000007475846,0.0004852454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002298803,"threshold_uncertainty_score":0.006299734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0607340842293366,"score_gpt":0.2751395971139623,"score_spread":0.2144055128846257,"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."}}