{"id":"W4380153047","doi":"10.1007/978-981-19-8578-2_13","title":"Isolated Conventional Flapping Foils","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Biomimetic flight and propulsion mechanisms","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Flapping; FOIL method; Aspect ratio (aeronautics); Mechanics; Instability; Leading edge; Sawtooth wave; Trailing edge; Physics; Materials science; Engineering; Wing; Composite material","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":[0.0001317829,0.0007866166,0.0003745217,0.0005404428,0.0005828586,0.001025607,0.001263279,0.0006095602,0.03018416],"category_scores_gemma":[0.0002638806,0.0002343283,0.0002881407,0.000379209,0.0006089943,0.001525263,0.001074158,0.0008954927,0.01076292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002511592,"about_ca_system_score_gemma":0.0002075537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001051796,"about_ca_topic_score_gemma":0.0001783509,"domain_scores_codex":[0.9998647,0.000007799256,0.000004683699,0.00003622492,0.00006593938,0.0000206618],"domain_scores_gemma":[0.9999067,0.00001698527,0.000008909494,0.00002480545,0.00003065066,0.00001192029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002897522,0.0000925856,0.000215732,0.001048724,0.00002907548,0.0007096513,0.0002702092,0.004492255,0.1409172,0.230233,0.03169074,0.590011],"study_design_scores_gemma":[0.00002908392,0.0002965632,0.0006906769,0.0004175525,0.00003103251,0.002040276,0.0002112435,0.003989831,0.06814844,0.04309171,0.8810211,0.00003259081],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.031116,0.01109266,0.07994451,0.0002731315,0.003291365,0.00007870921,0.0001723164,0.000645816,0.8733855],"genre_scores_gemma":[0.1925658,0.007861551,0.03877194,0.0003855446,0.0005149002,0.00009769582,0.000393085,0.0003260824,0.7590833],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03018416,"threshold_uncertainty_score":0.100976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02291275993420347,"score_gpt":0.2011601604924111,"score_spread":0.1782474005582076,"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."}}