{"id":"W2944952519","doi":"10.1088/1742-6596/1222/1/012007","title":"Investigation of offshore wind farm layouts regarding wake effects and cable topology","year":2019,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Offshore wind power; Cost of electricity by source; Marine engineering; Wind power; Wake; Renewable energy; Engineering; Electricity generation; Aerospace engineering; Electrical engineering; Power (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003233785,0.0002695105,0.0002399013,0.0003834177,0.0002439784,0.000426653,0.0002288667,0.0003015041,0.001625985],"category_scores_gemma":[0.001190166,0.0002037267,0.000211851,0.0002954694,0.0001804692,0.0002667206,0.0001442517,0.0002199374,0.0001738133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003908013,"about_ca_system_score_gemma":0.0002339116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003374411,"about_ca_topic_score_gemma":0.008224262,"domain_scores_codex":[0.9998696,0.00003875966,0.000004759527,0.00002107417,0.00004286521,0.000022886],"domain_scores_gemma":[0.9989894,0.0005899919,0.0001133589,0.00005955312,0.0002171172,0.00003057282],"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":[0.000232537,0.00014956,0.01895621,0.00008349739,0.00003043646,0.0004037399,0.00008740027,0.9248757,0.03910626,0.0005201845,0.0006016702,0.01495284],"study_design_scores_gemma":[0.0000375462,0.0007756675,0.034962,0.00001620686,0.00004483384,0.0001355204,0.0004420837,0.942102,0.02012065,0.0004385258,0.0008941099,0.00003087341],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903337,0.00003271812,0.006478197,0.00002850445,0.000008601142,0.00002265244,0.0001361171,0.00007697126,0.002882578],"genre_scores_gemma":[0.9974687,0.00001792536,0.001843932,0.0000032203,8.392536e-7,0.000005263541,0.00006086329,0.00001171806,0.000587559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003374411,"threshold_uncertainty_score":0.006709516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01407624777834306,"score_gpt":0.2131173354571984,"score_spread":0.1990410876788553,"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."}}