{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009880822,0.00009819982,0.0001243574,0.0002723436,0.000200917,0.0003394142,0.00009085263,0.0001066013,0.000439319],"category_scores_gemma":[0.0002712048,0.00007435225,0.00006907545,0.0001519222,0.0002279809,0.0001635985,0.0002141306,0.0001332086,0.00009631856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009849891,"about_ca_system_score_gemma":0.00009603389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003495784,"about_ca_topic_score_gemma":0.009769145,"domain_scores_codex":[0.9999602,0.000008478181,0.00000242596,0.00001154739,0.000006820107,0.00001058361],"domain_scores_gemma":[0.9998704,0.00002060104,0.0000496431,0.00001656909,0.00001643408,0.00002635595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002958241,0.00006413374,0.7956177,0.00004547642,0.00008372087,0.0005397434,0.001408085,0.0008632134,0.1826328,0.0001901645,0.00009423679,0.01816479],"study_design_scores_gemma":[9.03536e-7,0.00004826664,0.9986433,0.000001380428,0.000004539663,0.0001450255,0.0002012117,0.0003342183,0.0005094928,0.00003401898,0.00007525914,0.000002438361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998161,0.00001837525,0.0000441673,0.000004282542,2.777906e-7,3.876627e-7,0.000006515143,0.000001160591,0.0001088205],"genre_scores_gemma":[0.9997556,0.00002152798,0.00007779942,0.000004677898,9.599655e-7,6.195456e-7,0.00001904111,6.229743e-7,0.000119216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003495784,"threshold_uncertainty_score":0.006950855,"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."}}