{"id":"W3119180798","doi":"10.2514/6.2021-0226","title":"Insight into Color Effects of Migratory Monarch Butterflies on Their Flight Performance","year":2021,"lang":"en","type":"article","venue":"AIAA Scitech 2021 Forum","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Monarch butterfly; Butterfly; Wing; Drag; Environmental science; Atmospheric sciences; Meteorology; Ecology; Aerospace engineering; Geography; Physics; Biology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008635389,0.0001652308,0.0002488502,0.00001736994,0.0002918607,0.00003046793,0.0002086258,0.00008450522,0.00006297088],"category_scores_gemma":[0.00003868652,0.00006110618,0.000103506,0.0004248956,0.00009560064,0.00009555859,0.0001903269,0.0001274077,0.00006011519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001878415,"about_ca_system_score_gemma":0.00001187521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004675345,"about_ca_topic_score_gemma":0.001114734,"domain_scores_codex":[0.9989766,0.00004652038,0.0001722262,0.0002844383,0.000212244,0.0003079466],"domain_scores_gemma":[0.9994358,0.0003093484,0.00006153233,0.00004655053,0.00008973466,0.00005704152],"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":[0.00004670718,0.0001155472,0.06995327,0.00004901877,0.00003263041,0.00002550772,0.000269344,7.859074e-7,0.8653509,0.0002599151,0.001993558,0.06190284],"study_design_scores_gemma":[0.0001041655,0.000552506,0.2380786,0.0001262875,0.000007116987,0.000004276488,0.0003738507,0.00003384544,0.6609192,0.0001596442,0.09948001,0.000160541],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931495,0.002233078,4.792681e-7,0.002473207,0.0001243824,0.0001188687,0.00002472455,0.00002984149,0.00184593],"genre_scores_gemma":[0.9977168,0.0008574835,0.0000330858,0.0004668138,0.0001217713,0.00002355294,0.00002195646,0.000001186142,0.0007573346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2044317,"threshold_uncertainty_score":0.2491838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01347733694191398,"score_gpt":0.1856169852313807,"score_spread":0.1721396482894667,"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."}}