{"id":"W1980535651","doi":"10.1126/science.1258732","title":"The roller coaster flight strategy of bar-headed geese conserves energy during Himalayan migrations","year":2015,"lang":"en","type":"article","venue":"Science","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":230,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Biotechnology and Biological Sciences Research Council; Directorate for Biological Sciences","keywords":"Landform; Roller coaster; Bar (unit); Physical geography; Geography; Ecology; Meteorology; Biology; Cartography; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004038368,0.00007547181,0.00007699581,0.00002512888,0.0004484152,0.00003812668,0.000476311,0.00003770542,0.0003798],"category_scores_gemma":[0.00005822506,0.00004897681,0.00002575775,0.0003291551,0.002147381,0.0003593126,0.0001886871,0.000063931,0.0001496398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006919527,"about_ca_system_score_gemma":0.00009101154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009189054,"about_ca_topic_score_gemma":0.001486765,"domain_scores_codex":[0.9989746,0.00004538506,0.0001625029,0.0002222714,0.0003114463,0.0002838612],"domain_scores_gemma":[0.9994763,0.00003784785,0.0000674835,0.0002569674,0.00002451093,0.0001368671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002449858,0.00008769389,0.8821774,0.000001213423,0.000002666136,0.000006815475,0.0007649793,0.0005398199,0.1136255,0.0003006616,0.001183353,0.001285398],"study_design_scores_gemma":[0.0002151279,0.00005960689,0.9440306,0.000002912946,0.000005611263,0.00001150473,0.000499272,0.0001307037,0.05320961,0.0002705081,0.001481551,0.00008293978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961036,0.00006234341,0.00001922822,0.00063004,0.0001387964,0.00006318898,0.000002536713,0.00001315289,0.002967109],"genre_scores_gemma":[0.9940717,0.000004907049,0.0001202853,0.00006484232,0.00001332056,0.00001197414,5.146312e-7,0.000003252025,0.005709225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06185326,"threshold_uncertainty_score":0.7912117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02125715612451659,"score_gpt":0.2474421071109923,"score_spread":0.2261849509864758,"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."}}