{"id":"W4282944854","doi":"10.33564/ijeast.2022.v07i01.012","title":"ENERGY GENERATION SYSTEM USING OSCILLATING WATER COLUMN CONCEPT","year":2022,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Memorial University of Newfoundland","keywords":"Oscillating Water Column; Turbine; Marine energy; Renewable energy; Electricity generation; Water column; Energy (signal processing); Wave power; Wind wave; Environmental science; Energy transformation; Power (physics); Column (typography); Tidal power; Wells turbine; Electric potential energy; Marine engineering; Ram air turbine; Torque; Engineering; Mechanical engineering; Electrical engineering; Geology; Turbine blade; Physics; Wave energy converter; Oceanography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001048475,0.00009463498,0.0001212089,0.00005175131,0.0002589124,0.00003965303,0.00006780024,0.00003112639,0.0002393673],"category_scores_gemma":[5.700194e-7,0.00008299346,0.00003870912,0.00008456952,0.000006102101,0.00007475665,0.0000481319,0.00005589333,0.000007795481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002248791,"about_ca_system_score_gemma":0.000007276613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006398274,"about_ca_topic_score_gemma":0.00003065079,"domain_scores_codex":[0.9992513,0.00004767417,0.0002028778,0.0001222385,0.0001651865,0.0002107216],"domain_scores_gemma":[0.9997957,0.000006393863,0.00001413328,0.0001292176,0.00001604106,0.0000385365],"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":[4.269034e-7,0.000001846832,0.00002780651,0.00001229869,0.00001820008,0.000006181263,0.0002316588,0.8595845,0.1364749,0.0016752,0.001646,0.0003209412],"study_design_scores_gemma":[0.0001148173,0.0000116822,0.00000171774,0.000004605727,0.000005818027,0.00004204821,0.0006422175,0.9150288,0.05503749,0.000002622159,0.02896949,0.0001387372],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8902144,0.0002873982,0.06380223,0.00001927269,0.003339115,0.00009714856,0.00001225348,0.0008226669,0.04140548],"genre_scores_gemma":[0.9975337,5.616269e-7,0.0002560512,0.00004417417,0.0005429388,0.00002164736,0.00004250561,0.00003087341,0.001527497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1073193,"threshold_uncertainty_score":0.3384375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01851122643933075,"score_gpt":0.1801691695103221,"score_spread":0.1616579430709914,"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."}}