{"id":"W4415679765","doi":"10.1016/j.renene.2025.124668","title":"Tidal and wave driven hydrokinetic power in atolls of an amphidromic region in the Pacific Ocean","year":2025,"lang":"en","type":"article","venue":"Renewable Energy","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Nautical Research Society; H2020 Marie Skłodowska-Curie Actions; Horizon 2020 Framework Programme; Conseil Régional de Haute Normandie","keywords":"Atoll; Tidal power; Current (fluid); Kinetic energy; Flow (mathematics); Energy flux; Tidal current; Flux (metallurgy); Flood myth","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":[0.00012052,0.0001090591,0.0001654239,0.0002744115,0.00002060825,0.00002119251,0.0001338071,0.0000716146,0.000007947129],"category_scores_gemma":[0.00001219649,0.00008810103,0.00002047907,0.0004232242,0.00003659358,0.00007269355,0.00003549583,0.00007790103,4.213122e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006010036,"about_ca_system_score_gemma":0.00004422873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001612188,"about_ca_topic_score_gemma":0.002328308,"domain_scores_codex":[0.9991999,0.00005907641,0.000201522,0.0001546845,0.0001266227,0.0002582483],"domain_scores_gemma":[0.9996577,0.00005016636,0.00001412433,0.0002206174,0.00001162365,0.0000458074],"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":[0.00007839171,0.0001457812,0.01119439,0.0001172317,0.00005486678,0.0002405289,0.001479454,0.9638585,0.009026842,0.002504081,0.005609988,0.005689954],"study_design_scores_gemma":[0.00693714,0.000566559,0.1512834,0.001237195,0.00003005647,0.0001780529,0.004480541,0.5837637,0.1362776,0.02878092,0.08490799,0.001556834],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803815,0.0004867086,0.0002637776,0.00009054579,0.00006643925,0.00005161066,0.000001049674,0.00002644222,0.01863196],"genre_scores_gemma":[0.9987615,0.0003223269,0.0001210908,0.00002653052,0.00001147257,0.00001029806,0.000009935885,0.00001158069,0.000725207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3800948,"threshold_uncertainty_score":0.3592656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006505381951565136,"score_gpt":0.1956142475712108,"score_spread":0.1891088656196457,"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."}}