{"id":"W2058714190","doi":"10.1088/1748-3182/6/1/016008","title":"Vortex interaction of tandem pitching and plunging plates: a two-dimensional model of hovering dragonfly-like flight","year":2011,"lang":"en","type":"article","venue":"Bioinspiration & Biomimetics","topic":"Biomimetic flight and propulsion mechanisms","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Vortex; Thrust; Mechanics; Physics; Flapping; Propulsion; Wing; Aerodynamics; Aerospace engineering; Trailing edge; Starting vortex; Classical mechanics; Vortex ring; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002355231,0.0002162086,0.0002903036,0.0002886417,0.00006509633,0.00001878514,0.0001066677,0.0001487371,0.00005321674],"category_scores_gemma":[0.00001623897,0.0002068294,0.0000787188,0.0002124486,0.00005839757,0.0002277628,0.00005854486,0.0001277004,0.000005892554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003510755,"about_ca_system_score_gemma":0.00002561456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003852273,"about_ca_topic_score_gemma":0.00001001941,"domain_scores_codex":[0.9987621,0.00002422813,0.0005864867,0.0002142031,0.0002193397,0.0001936101],"domain_scores_gemma":[0.9993947,0.00003825317,0.0001811672,0.0002094669,0.00009367807,0.00008271103],"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":[0.00004231967,0.00005195945,0.0002532026,0.0001244211,0.00006690898,0.000001288873,0.001299539,0.009234269,0.9819114,0.002484503,0.00002562234,0.004504617],"study_design_scores_gemma":[0.0004040555,0.00008181504,0.0001292155,0.00008101212,0.00004515443,0.00000413081,0.00004295646,0.4832252,0.5145548,0.001228875,0.000042187,0.0001605769],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9141604,0.0003778522,0.08344787,0.00001554846,0.0005966361,0.0002129171,0.00002155397,0.0001278582,0.001039422],"genre_scores_gemma":[0.9527226,0.00004151253,0.04709176,0.00002793773,0.00003420008,0.00000537371,0.00001266909,0.00003461954,0.00002934667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4739909,"threshold_uncertainty_score":0.8434259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03627520744651674,"score_gpt":0.2236618890080574,"score_spread":0.1873866815615407,"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."}}