{"id":"W7106006710","doi":"10.5194/wes-2025-240","title":"Integrated Control of Floating Offshore Wind Farms with Reconfigurable Layouts","year":2025,"lang":"","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Adaptability; Turbine; Offshore wind power; Range (aeronautics); Wind power; Control (management); Wake; Power (physics); Control system","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003435498,0.0004556697,0.0008970023,0.0002837016,0.00009722031,0.00008360898,0.0002771752,0.0003086215,0.0005947222],"category_scores_gemma":[0.00005032192,0.0003540337,0.000145689,0.0008811664,0.00008501142,0.0001856286,0.00001624253,0.0003866516,0.00003485348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001133359,"about_ca_system_score_gemma":0.0002031383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001470392,"about_ca_topic_score_gemma":0.0003829513,"domain_scores_codex":[0.9977731,0.00008692881,0.0009452675,0.0003950555,0.0002315091,0.000568171],"domain_scores_gemma":[0.9987756,0.000163106,0.000148374,0.0005074305,0.0002855247,0.0001199437],"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":[0.0005248794,0.0002397266,0.03525795,0.002223511,0.004256935,0.00003983021,0.002086011,0.852191,0.05266124,0.01388432,0.006112623,0.03052192],"study_design_scores_gemma":[0.01327889,0.0009919874,0.007950163,0.01003671,0.001029588,0.00004456885,0.01592611,0.5397214,0.3219803,0.0003006521,0.08645821,0.00228142],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2976421,0.002000382,0.05745287,0.0003156645,0.001465263,0.0006371061,0.00006750254,0.000251583,0.6401675],"genre_scores_gemma":[0.9763867,0.0000361395,0.0003932564,0.0001098253,0.0001085998,0.000007342137,0.00001987656,0.00005091138,0.02288732],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6787446,"threshold_uncertainty_score":0.9998912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007190767075986228,"score_gpt":0.1927689120984256,"score_spread":0.1855781450224394,"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."}}