{"id":"W2600968836","doi":"","title":"Steps towards fully nonlinear simulations of arrays of OWSC","year":2016,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Nonlinear system; Computer science; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003169586,0.0001289942,0.0002651093,0.0004380592,0.00008687044,0.000006941158,0.0003224859,0.000131706,0.0003185406],"category_scores_gemma":[0.00006343317,0.0001118843,0.0001176189,0.0005610076,0.0001924792,0.0002534362,0.0001143285,0.0001803628,0.00002925105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009183054,"about_ca_system_score_gemma":0.0001445735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007918303,"about_ca_topic_score_gemma":0.00005362271,"domain_scores_codex":[0.9984767,0.00009886973,0.0002459626,0.0001893148,0.0005921333,0.0003969764],"domain_scores_gemma":[0.9988565,0.0001511944,0.00005363889,0.000375167,0.000389397,0.0001741471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001047618,0.002024817,0.05547257,0.003768703,0.00388332,0.002039155,0.005575701,0.3220101,0.4048589,0.09870151,0.06281441,0.03780313],"study_design_scores_gemma":[0.01124412,0.002303091,0.05360357,0.002581099,0.0002551457,0.00003098464,0.01177512,0.03311881,0.3767446,0.001221645,0.5043812,0.002740552],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540982,0.0000179334,0.004117105,0.0003653209,0.0001392202,0.0002415627,0.0004179603,0.0001199291,0.04048279],"genre_scores_gemma":[0.9940081,0.00007105462,0.0004032252,0.000001415934,0.00008862375,4.01885e-7,0.00002071146,0.00002247128,0.005384035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4415669,"threshold_uncertainty_score":0.4562508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02278442636023877,"score_gpt":0.2567938765267487,"score_spread":0.23400945016651,"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."}}