{"id":"W2313770576","doi":"10.2514/6.2012-5012","title":"A Multi-Scale Simulation Methodology for the Samarai Monocopter ?UAV","year":2012,"lang":"en","type":"article","venue":"AIAA Modeling and Simulation Technologies Conference","topic":"Biomimetic flight and propulsion mechanisms","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Computer science; Scale (ratio); Geography; Cartography","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":[0.0002544333,0.000483856,0.0005463538,0.0003011789,0.0005795081,0.0007243856,0.0009788357,0.0007421782,0.003098261],"category_scores_gemma":[0.0005461838,0.0002846683,0.0005269932,0.0002268558,0.0003927081,0.0005572742,0.001068504,0.0005538872,0.0005070219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004930217,"about_ca_system_score_gemma":0.0006887515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005188841,"about_ca_topic_score_gemma":0.00442136,"domain_scores_codex":[0.9998897,0.0000282313,0.000007161944,0.00001969793,0.00004017757,0.00001498137],"domain_scores_gemma":[0.9998571,0.00003835423,0.00002390433,0.00002434695,0.00003652404,0.00001973828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002988049,0.00004036728,0.0008298091,0.00005199331,0.00002688922,0.0001696926,0.0000916162,0.9554193,0.01050547,0.01428522,0.0007797654,0.01777006],"study_design_scores_gemma":[0.000004805844,0.0000106553,0.00006204145,0.00000332016,0.000002126561,0.00001478187,0.000007285065,0.9975731,0.0003998554,0.0006890786,0.00122983,0.000003219971],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03869598,0.0001979344,0.9494542,0.0002016322,0.0001068349,0.0001318131,0.0001376209,0.0008449464,0.01022908],"genre_scores_gemma":[0.5101137,0.0004193192,0.4810354,0.0001172711,0.00005006542,0.0004574005,0.0002592261,0.00032981,0.007217821],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005188841,"threshold_uncertainty_score":0.01036465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1756654715441924,"score_gpt":0.3318924839361124,"score_spread":0.15622701239192,"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."}}