{"id":"W4404688783","doi":"10.1109/oceans55160.2024.10754393","title":"Ice Risk Analysis for Floating Wind Turbines and Associated Subsea Infrastructure, Offshore Newfoundland and Labrador","year":2024,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Subsea; Submarine pipeline; Offshore wind power; Wind power; Marine engineering; Oceanography; Geology; Environmental science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001371333,0.0001901808,0.0002523156,0.0002955084,0.00006924502,0.000181209,0.00006848545,0.0001546304,0.00001290616],"category_scores_gemma":[0.0001573275,0.0001594656,0.00006236792,0.0006070707,0.0000361185,0.0001231309,0.00003378926,0.0001995547,9.713279e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004251862,"about_ca_system_score_gemma":0.000006005576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001123791,"about_ca_topic_score_gemma":0.0004579022,"domain_scores_codex":[0.9992948,0.000006845048,0.0001651701,0.0002255336,0.00008004178,0.0002276536],"domain_scores_gemma":[0.9995435,0.0002390049,0.00001530769,0.000125744,0.0000258509,0.00005058279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001729905,0.00001990588,0.5965941,0.001184206,0.008005365,0.00002714962,0.001601379,0.2210207,0.002452613,0.004540422,0.005376821,0.15916],"study_design_scores_gemma":[0.0002346523,0.00003825015,0.2381428,0.00004048592,0.0006152385,0.000005064122,0.0002044364,0.75576,0.0004608966,0.001073507,0.00311291,0.0003116904],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752654,0.003600762,0.0185814,0.00005381477,0.0001991837,0.000124052,0.00008280569,0.001765909,0.0003266628],"genre_scores_gemma":[0.9944386,0.0003759293,0.004868692,0.000005028931,0.00006546768,0.000006094845,0.00003210368,0.00003472845,0.0001733071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5347393,"threshold_uncertainty_score":0.650282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005675958915844173,"score_gpt":0.2036587194254576,"score_spread":0.1979827605096134,"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."}}