{"id":"W2080012168","doi":"10.1002/we.233","title":"Transients in collection grids of large offshore wind parks","year":2007,"lang":"en","type":"article","venue":"Wind Energy","topic":"Lightning and Electromagnetic Phenomena","field":"Physics and Astronomy","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Offshore wind power; Transient (computer programming); Marine engineering; Engineering; Wind power; Submarine pipeline; Circuit breaker; Meteorology; Electrical engineering; Environmental science; Computer science; Geography; Geotechnical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.0002952371,0.0002901147,0.0003756339,0.0002971576,0.0004230304,0.0005147527,0.0004378729,0.0004971265,0.001808971],"category_scores_gemma":[0.0009774952,0.000171235,0.0002358404,0.0004681103,0.0003924234,0.0004776528,0.0004459433,0.0004426115,0.000165013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005882949,"about_ca_system_score_gemma":0.0001867421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003955516,"about_ca_topic_score_gemma":0.002083933,"domain_scores_codex":[0.9998591,0.0000464502,0.000006594344,0.00001758034,0.00003510826,0.0000350855],"domain_scores_gemma":[0.9994505,0.0002678992,0.0001022809,0.00004015188,0.00007290452,0.00006627076],"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":[0.001556542,0.0002276419,0.0658991,0.0001870691,0.0001515306,0.01254597,0.0009345589,0.8751521,0.01327536,0.003206775,0.004121951,0.02274147],"study_design_scores_gemma":[0.0002378974,0.0008455678,0.04622062,0.00006564083,0.000116417,0.001694573,0.001863242,0.9266506,0.01566799,0.00333661,0.00325414,0.00004662194],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882988,0.00005874403,0.006365297,0.00005723238,0.00001287134,0.00002417877,0.0000648662,0.0002625354,0.004855494],"genre_scores_gemma":[0.9994938,0.00001876156,0.0002289451,0.000004547136,0.00000160701,0.00000372096,0.00003355569,0.000006868662,0.00020817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003955516,"threshold_uncertainty_score":0.007864952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004070080701773062,"score_gpt":0.2127103474501835,"score_spread":0.2086402667484104,"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."}}