{"id":"W6990579306","doi":"","title":"3D modelling and optimization of a hydrokinetic power generation barge","year":2015,"lang":"en","type":"article","venue":"NPARC","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"BARGE; Paddle; Flow (mathematics); Range (aeronautics); Electricity generation; Power (physics); Computational fluid dynamics; Energy (signal processing)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.00007755681,0.00004170546,0.00005260558,0.00004369366,0.00001051431,0.000009975781,0.00002348414,0.00002528022,0.00005047122],"category_scores_gemma":[0.000008004744,0.00003998118,0.000005987846,0.00005522049,0.000008193781,0.00005657282,0.00001043953,0.00002924379,0.000002981051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001716485,"about_ca_system_score_gemma":0.00001501219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000242638,"about_ca_topic_score_gemma":0.000001114621,"domain_scores_codex":[0.9996632,0.000006724959,0.00007952413,0.00005366848,0.0001080165,0.00008888525],"domain_scores_gemma":[0.9998323,0.000004160292,0.000006139175,0.00005278567,0.00003572042,0.00006886804],"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":[0.00000242437,0.000003870268,0.00002544712,0.000005066333,0.000005470493,5.908657e-7,0.000171931,0.993506,0.00478858,0.0001437474,0.000935822,0.0004110909],"study_design_scores_gemma":[0.0001542921,0.00001714481,0.00001124209,0.000004557417,0.00000134329,0.000001256337,0.000008574878,0.9926895,0.006237095,0.0001996454,0.0006302882,0.00004499599],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2595552,0.0001602536,0.7174586,0.00002763258,0.00007322573,0.00004540125,0.000001205284,0.00004252987,0.02263596],"genre_scores_gemma":[0.9117514,0.00005147141,0.08806624,0.000006101516,0.00002746869,0.000004787546,0.000008518967,0.000008027936,0.00007599382],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6521962,"threshold_uncertainty_score":0.1630385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02557853443736921,"score_gpt":0.21123436408524,"score_spread":0.1856558296478708,"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."}}