{"id":"W4414854009","doi":"10.2139/ssrn.5570565","title":"Study of the influence of the free surface on the performance of a fully passive oscillating-foil turbine","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Free surface; Turbine; Froude number; Stall (fluid mechanics); Software deployment; Work (physics); Coupling (piping)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001650398,0.0003065852,0.0005777496,0.0001561925,0.0002454652,0.0003713201,0.0003572137,0.0005022723,0.001569641],"category_scores_gemma":[0.0007735209,0.0001393358,0.0003282489,0.0001120192,0.000431671,0.0003150255,0.0002693381,0.000254037,0.0002319888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001300957,"about_ca_system_score_gemma":0.0001304742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004151776,"about_ca_topic_score_gemma":0.0001889069,"domain_scores_codex":[0.9998896,0.00002568786,0.000003993565,0.00002326892,0.0000367526,0.00002070066],"domain_scores_gemma":[0.9993098,0.0004483,0.00005573241,0.00005641981,0.00009077063,0.00003902753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002115166,0.0001421892,0.002607008,0.0002385102,0.00006884178,0.000722916,0.0001383552,0.07825316,0.9018068,0.0004412797,0.0002119918,0.01325389],"study_design_scores_gemma":[0.0001254614,0.00540607,0.0337801,0.00002816135,0.000148209,0.0004032572,0.0001626695,0.606926,0.3515321,0.0004111303,0.001021674,0.00005513163],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955146,0.0001208146,0.003151868,0.00002958377,0.00001272781,0.000004653033,0.00002725096,0.00005653616,0.001081998],"genre_scores_gemma":[0.9994175,0.00002185866,0.0001563673,0.000002868198,0.000004375871,0.000001638707,0.00001122819,0.000009217356,0.0003748485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001569641,"threshold_uncertainty_score":0.005250931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006408244457401225,"score_gpt":0.2121736686646168,"score_spread":0.2057654242072156,"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."}}