{"id":"W4308302966","doi":"10.1101/2022.11.04.515157","title":"Energetic costs of bill heat exchange demonstrate contributions to thermoregulation at high temperatures in toco toucans ( <i>Ramphastos toco</i> )","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Thermoregulation; Chemistry; Homeothermy; Metabolic rate; Thermal management of electronic devices and systems; Animal science; Biology; Endocrinology","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":[0.0000798261,0.0002626356,0.0002159741,0.0003589858,0.0003940169,0.0003331072,0.000226734,0.0003069189,0.001772541],"category_scores_gemma":[0.0001429888,0.0001737389,0.0001998328,0.0001761936,0.0004674722,0.0002236858,0.0003155379,0.0004740752,0.000160867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003520224,"about_ca_system_score_gemma":0.0001317738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00414219,"about_ca_topic_score_gemma":0.009084711,"domain_scores_codex":[0.9999462,0.000005609079,0.000003724555,0.00002167623,0.00001018074,0.0000126125],"domain_scores_gemma":[0.9998061,0.00002161815,0.00007936914,0.00001845489,0.00001693416,0.00005749106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001098837,0.0001073907,0.07245731,0.00009409504,0.00004425444,0.0001821535,0.0003284818,0.0001819334,0.9215049,0.0001761693,0.0001426754,0.003681753],"study_design_scores_gemma":[0.000009753252,0.000318256,0.983889,0.000006021045,0.00001801212,0.000153584,0.0002763121,0.0004470601,0.01454168,0.00003322907,0.000297956,0.000009108118],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996164,0.0000445353,0.00005457323,0.00000820754,0.000001321626,0.000002675145,0.00008267178,0.000002427144,0.0001871653],"genre_scores_gemma":[0.9988771,0.00003561748,0.0002322119,0.00002593548,0.000002864351,0.00002928719,0.0002158823,0.000006370121,0.0005748126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00414219,"threshold_uncertainty_score":0.00823617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009422432655584905,"score_gpt":0.217592867293847,"score_spread":0.2081704346382621,"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."}}