{"id":"W6892252796","doi":"10.5061/dryad.7wm37pw06","title":"Birds are better at regulating heat loss through their legs than their bills: Implications for body shape evolution in response to climate","year":2023,"lang":"en","type":"dataset","venue":"DRYAD","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Australian Research Council","keywords":"Plumage; Appendage; Thermoregulation; Beak; Ectotherm; Heat flow; Feather","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002666468,0.001128204,0.001199633,0.00121148,0.0008149308,0.000214703,0.001397878,0.0008564041,0.00005507135],"category_scores_gemma":[0.00122254,0.0009871754,0.0004896561,0.002455163,0.0002146781,0.0004657684,0.001293118,0.0007123399,0.009135089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00268637,"about_ca_system_score_gemma":0.0002404181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001283632,"about_ca_topic_score_gemma":0.009192536,"domain_scores_codex":[0.9936689,0.0008190654,0.001325664,0.001909457,0.0004962914,0.001780672],"domain_scores_gemma":[0.9936882,0.001854672,0.0006528936,0.003217344,0.0003413334,0.0002455934],"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":[0.001949856,0.0001503637,0.004341622,0.000269904,0.0001148159,0.00001076403,0.0004578732,0.0001356168,0.01438074,0.00003250005,0.978067,0.00008897853],"study_design_scores_gemma":[0.001202971,0.0002068256,0.2353365,0.001219491,0.0001159709,0.00003327278,0.0004279907,0.0003341305,0.0003539106,0.001200652,0.7582809,0.001287349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1537451,0.0002034193,0.00003739166,0.005120211,0.0004429213,0.00293539,0.8368933,0.0006108952,0.00001140615],"genre_scores_gemma":[0.01216874,0.00008993614,0.0003274899,0.0007838818,0.0006960948,0.00308108,0.982046,0.0006609073,0.0001458763],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2309949,"threshold_uncertainty_score":0.9992579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04518966443610481,"score_gpt":0.3275665044399498,"score_spread":0.282376840003845,"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."}}