{"id":"W4408896208","doi":"10.18280/jesa.580208","title":"A Novel Elliptical Savonius Turbine Integrated with Gearless Axial Generator","year":2025,"lang":"fr","type":"article","venue":"Journal Européen des Systèmes Automatisés","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Generator (circuit theory); Turbine; Mechanical engineering; Engineering; Computer science; Electrical engineering; Physics; Power (physics)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008023963,0.0006753625,0.0008163332,0.0006021272,0.0007953044,0.0009703349,0.0006601231,0.0003280248,0.0007164343],"category_scores_gemma":[0.0002652643,0.0005400416,0.0002163096,0.001396849,0.0003989169,0.0005019234,0.0003758002,0.001547614,0.0002848369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001530038,"about_ca_system_score_gemma":0.001416156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004436213,"about_ca_topic_score_gemma":0.0002447627,"domain_scores_codex":[0.995794,0.0002975721,0.001072014,0.0004514462,0.0009479482,0.001436999],"domain_scores_gemma":[0.997823,0.0001945454,0.0001662471,0.0004044794,0.0006047739,0.0008069435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004671454,0.0007742026,0.003458319,0.002101891,0.003227506,0.003486734,0.00169847,0.07955371,0.01606346,0.02162614,0.05346343,0.814079],"study_design_scores_gemma":[0.0099338,0.0015168,0.37515,0.01322762,0.0007030859,0.01447317,0.0009132294,0.4065294,0.01028015,0.004204001,0.1602559,0.002812865],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5557868,0.03019349,0.3845399,0.0032029,0.00590382,0.0005807873,0.0001057217,0.0007081095,0.01897843],"genre_scores_gemma":[0.7330013,0.003220753,0.1936479,0.0004051784,0.00249839,0.00006757123,0.00003844778,0.000329754,0.06679069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8112661,"threshold_uncertainty_score":0.9997051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01545531425487798,"score_gpt":0.2413303622935248,"score_spread":0.2258750480386468,"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."}}