{"id":"W1982255867","doi":"10.1109/oceans.2014.7003258","title":"Counter rotating hydrokinetic turbine arrays for ocean energy conversion","year":2014,"lang":"en","type":"article","venue":"","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Turbine; Transient (computer programming); Marine engineering; Tidal power; Wind power; Rotation (mathematics); Power (physics); Vortex; Marine energy; Computational fluid dynamics; Aerospace engineering; Rotational speed; Energy transformation; Environmental science; Computer science; Engineering; Mechanical engineering; Renewable energy; Physics; Mechanics; Electrical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0001134592,0.0001006414,0.0001023445,0.0000562052,0.00004688322,0.00002605975,0.00008847794,0.00003924825,0.0001533277],"category_scores_gemma":[0.0000237837,0.00008540989,0.00003507752,0.00005967553,0.00001230344,0.00005694799,0.00001949216,0.00004411723,0.00002577732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000289303,"about_ca_system_score_gemma":0.000008863876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002109979,"about_ca_topic_score_gemma":0.000008683071,"domain_scores_codex":[0.9993379,0.00000834113,0.0001226836,0.000117006,0.0001309819,0.0002831079],"domain_scores_gemma":[0.9996777,0.00006932634,0.00000868034,0.0001067765,0.00003495536,0.0001025366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001523443,0.0001018349,0.002736515,0.0007670658,0.00032197,0.00001177523,0.0006933478,0.3198441,0.03199749,0.02141976,0.5161269,0.1058269],"study_design_scores_gemma":[0.0006258229,0.00007002098,0.0001632909,0.00001870042,0.000003148916,0.000002438089,0.00002050245,0.7334579,0.0347399,0.0003966457,0.2303268,0.0001748957],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1857509,0.0001082025,0.7202574,0.0003478805,0.0006855566,0.000184278,0.000005686114,0.0006738823,0.09198621],"genre_scores_gemma":[0.9900653,0.00001410994,0.007151677,0.0002239323,0.0001652425,0.00001459199,0.00003086434,0.00002611814,0.002308101],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8043144,"threshold_uncertainty_score":0.3482914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006351761602718688,"score_gpt":0.1925408759192746,"score_spread":0.1861891143165559,"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."}}