{"id":"W1070351703","doi":"10.1016/j.jfluidstructs.2015.07.003","title":"Effect of the stiffness, inertia and oscillation kinematics on the thrust generation and efficiency of an oscillating-foil propulsion system","year":2015,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Biomimetic flight and propulsion mechanisms","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; University of Victoria","keywords":"Thrust; Inertia; Oscillation (cell signaling); Propulsive efficiency; Amplitude; Kinematics; Mechanics; Physics; Stiffness; Propulsion; Damping ratio; Control theory (sociology); Acoustics; Structural engineering; Classical mechanics; Engineering; Vibration; Optics; Chemistry; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003034324,0.0002300682,0.0002342242,0.0002457598,0.0002681534,0.0003066548,0.0002052837,0.0002540871,0.00160281],"category_scores_gemma":[0.001453653,0.0002104719,0.0001425808,0.0001241759,0.0003594041,0.0003898477,0.0002410484,0.0001606241,0.0002397518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001381396,"about_ca_system_score_gemma":0.0002284786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004758872,"about_ca_topic_score_gemma":0.0004739909,"domain_scores_codex":[0.9999118,0.0000182165,0.000007846866,0.00001308031,0.00001985782,0.00002915053],"domain_scores_gemma":[0.9989353,0.0006886391,0.0001274513,0.00005990744,0.0001125599,0.00007627654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004004925,0.0002189535,0.009549038,0.0002782334,0.00006961172,0.0005978841,0.0003267077,0.1143067,0.8431829,0.0007108031,0.0001597201,0.02659451],"study_design_scores_gemma":[0.0001520948,0.00267305,0.05361354,0.0000534856,0.0002268428,0.0004574295,0.0004068739,0.306013,0.6352301,0.0002708003,0.0007994049,0.0001032087],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978172,0.00005431036,0.001576715,0.00001077334,0.000004243434,0.000002298552,0.00001024679,0.00002028863,0.0005038895],"genre_scores_gemma":[0.9996839,0.0000145272,0.0001678267,0.000001119773,4.773084e-7,9.715914e-7,0.00000503185,0.000003884558,0.0001222979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00160281,"threshold_uncertainty_score":0.005361915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01365096383436809,"score_gpt":0.2226910614228189,"score_spread":0.2090400975884508,"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."}}