{"id":"W3091800902","doi":"10.1242/jeb.225839","title":"Flight muscle power increases with strain amplitude and decreases with cycle frequency in zebra finches (<i>Taeniopygia guttata</i>)","year":2020,"lang":"en","type":"article","venue":"Journal of Experimental Biology","topic":"Biomimetic flight and propulsion mechanisms","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Air Force Office of Scientific Research; Natural Sciences and Engineering Research Council of Canada","keywords":"Taeniopygia; Amplitude; Zebra finch; Kinematics; Mechanical energy; Wing; Acoustics; Power (physics); Biology; Control theory (sociology); Physics; Mechanics; Classical mechanics; Neuroscience; Optics; 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":[0.00007358938,0.0001899989,0.0001392205,0.000380066,0.0001227154,0.0002191571,0.0001486274,0.0002862394,0.001138325],"category_scores_gemma":[0.0002368314,0.0002308536,0.000115987,0.0001373688,0.0003582129,0.0001648245,0.0001666493,0.0003344463,0.0002233269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002291822,"about_ca_system_score_gemma":0.00005630591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002201146,"about_ca_topic_score_gemma":0.00478645,"domain_scores_codex":[0.9999344,0.000005620273,0.00000561971,0.0000275626,0.00001289425,0.0000139233],"domain_scores_gemma":[0.999787,0.00003791261,0.0001008886,0.00001784499,0.0000248888,0.00003148862],"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":[0.00008657997,0.00001384333,0.01272605,0.00003060353,0.000013495,0.00002420689,0.00004959018,0.0001275203,0.9840015,0.00001579137,0.00004996244,0.002860936],"study_design_scores_gemma":[0.00001130201,0.0003199199,0.9446595,0.000006125174,0.00001669952,0.0001215171,0.00005881711,0.0006838667,0.05374486,0.00003442006,0.0003338352,0.000009107848],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988859,0.0001500515,0.0005101191,0.00002070733,0.000002560827,0.00000547275,0.0001364818,0.00002064748,0.000267987],"genre_scores_gemma":[0.9983376,0.00009286609,0.0006895594,0.00005003428,0.00000394858,0.00002555847,0.0001822487,0.00001066776,0.0006075714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002201146,"threshold_uncertainty_score":0.00437665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009759702690993168,"score_gpt":0.2229452370301654,"score_spread":0.2131855343391722,"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."}}