{"id":"W2760109219","doi":"10.1038/s41559-017-0316-2","title":"Big brains stabilize populations and facilitate colonization of variable habitats in birds","year":2017,"lang":"en","type":"article","venue":"Nature Ecology & Evolution","topic":"Evolution and Paleontology Studies","field":"Earth and Planetary Sciences","cited_by":91,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Lethbridge","funders":"National Institutes of Health","keywords":"Biology; Cognition; Ecology; Timeline; Evolutionary biology; Colonization; Population; Phylogenetic tree; Causality (physics); Cognitive psychology; Psychology; Geography; Demography; Neuroscience; Genetics","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":[0.0003199333,0.0001851276,0.0002027162,0.0005546117,0.0006458551,0.0007186089,0.0005870619,0.0005435038,0.003612632],"category_scores_gemma":[0.002203982,0.0003178095,0.0002435408,0.0002368242,0.001086953,0.0008779521,0.001062907,0.0004969195,0.0003614865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004274918,"about_ca_system_score_gemma":0.0002749885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001548833,"about_ca_topic_score_gemma":0.00559806,"domain_scores_codex":[0.9998429,0.00003454622,0.00000683492,0.0000543435,0.00001845691,0.00004287878],"domain_scores_gemma":[0.9988911,0.0002772165,0.0003440327,0.0001577163,0.00009551639,0.0002345063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007136827,0.0002849684,0.4546416,0.0003421378,0.0005642998,0.001354537,0.005874643,0.02188706,0.3433907,0.02040852,0.005974506,0.1445633],"study_design_scores_gemma":[0.00004358718,0.0002391477,0.9620478,0.00003065352,0.00009974675,0.0005241815,0.001826273,0.0100533,0.00748258,0.01487422,0.002731873,0.00004667993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961286,0.00009465015,0.001819051,0.0001292494,0.00001026827,0.000003061224,0.00002613792,0.00004427051,0.001744772],"genre_scores_gemma":[0.9984095,0.00002417686,0.0009893967,0.00006114339,0.000008533956,0.000005784941,0.00002927058,0.00002198734,0.0004502046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003612632,"threshold_uncertainty_score":0.0120855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03148160522676608,"score_gpt":0.2663662102841303,"score_spread":0.2348846050573642,"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."}}