{"id":"W3168025291","doi":"10.3389/fnbeh.2021.678936","title":"A Guide for Using Flight Simulators to Study the Sensory Basis of Long-Distance Migration in Insects","year":2021,"lang":"en","type":"article","venue":"Frontiers in Behavioral Neuroscience","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Air Force Office of Scientific Research; European Research Council; Vetenskapsrådet","keywords":"Nocturnal; Heading (navigation); Compass; Sensory system; Orientation (vector space); Biology; Ecology; Computer science; Simulation; Neuroscience; Geography; Aerospace engineering; Engineering; Cartography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001488852,0.002953172,0.0009020894,0.003245624,0.0009036654,0.0008240317,0.003639632,0.002695415,0.06230964],"category_scores_gemma":[0.001802394,0.001680326,0.001390402,0.001116988,0.001022348,0.001896427,0.001321647,0.004479385,0.04986218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004477439,"about_ca_system_score_gemma":0.001213884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001624916,"about_ca_topic_score_gemma":0.006929192,"domain_scores_codex":[0.9995752,0.0001079518,0.00006636587,0.00006077514,0.0001477572,0.00004193039],"domain_scores_gemma":[0.9983176,0.0004958768,0.0001737971,0.0004819385,0.0002810763,0.0002497826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005131048,0.001741529,0.001337049,0.002901908,0.000111554,0.001150298,0.0004421159,0.001849207,0.1320954,0.01302104,0.4375959,0.407241],"study_design_scores_gemma":[0.0001425195,0.001039985,0.003200498,0.0006409963,0.0000509691,0.001049771,0.00006260548,0.001423074,0.01197215,0.004465554,0.9758683,0.00008356808],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01272566,0.02514016,0.7551556,0.006923268,0.00692084,0.01147117,0.02803915,0.05375817,0.09986599],"genre_scores_gemma":[0.01106112,0.01944463,0.8126301,0.005248492,0.0009047037,0.01518153,0.00916238,0.005107595,0.1212596],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.06230964,"threshold_uncertainty_score":0.2084465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04390895381924755,"score_gpt":0.3185415923680769,"score_spread":0.2746326385488294,"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."}}