{"id":"W7081927980","doi":"10.11159/icert25.137","title":"Bidirectional Tidal Energy Conversion Using a Countermass and Buoyancy-Coupled Hydraulic System for Low-Range Tide Environments","year":2025,"lang":"en","type":"article","venue":"Proceedings of the World Congress on New Technologies","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Energy transformation; Energy (signal processing); Hydraulic machinery; Tidal current; Tidal power","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002104709,0.0003690819,0.0004161659,0.0003303322,0.0006810533,0.0005948645,0.0007685577,0.0002913956,0.002392971],"category_scores_gemma":[0.0002403361,0.0002734759,0.0003055534,0.0002543064,0.0003412732,0.0005255949,0.0008361242,0.0002747809,0.0003260626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003301486,"about_ca_system_score_gemma":0.0007459113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007280285,"about_ca_topic_score_gemma":0.01588577,"domain_scores_codex":[0.9998962,0.00001670175,0.000006889971,0.00002936576,0.00003747744,0.00001346318],"domain_scores_gemma":[0.9998766,0.00002993713,0.00001083944,0.00001977888,0.00004696196,0.00001587813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007629285,0.0005967949,0.01278859,0.0002193968,0.0001618334,0.0003112447,0.0003940623,0.3379131,0.2492495,0.008512978,0.003781574,0.3853079],"study_design_scores_gemma":[0.00003864032,0.00009682497,0.00131446,0.00000545462,0.00003380795,0.00002313989,0.00002399937,0.9865901,0.00970746,0.0007408074,0.001392146,0.00003309718],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2561118,0.0001799316,0.7298946,0.0002162874,0.0002092848,0.0001250392,0.0001758926,0.002753076,0.01033401],"genre_scores_gemma":[0.9645332,0.0000501556,0.03343536,0.00003203957,0.00001717875,0.00004552361,0.00005488887,0.0000323075,0.001799344],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007280285,"threshold_uncertainty_score":0.01447582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00925137617434721,"score_gpt":0.2111526911442413,"score_spread":0.2019013149698941,"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."}}