{"id":"W2123932800","doi":"10.5539/ijb.v6n4p119","title":"Modern Problems of Energy Exchange in Humans and Mammals","year":2014,"lang":"en","type":"article","venue":"International Journal of Biology","topic":"Chemical Reactions and Isotopes","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Organism; Energy exchange; Energy metabolism; Biology; Physiology; Energy (signal processing); Energy consumption; Biochemical engineering; Ecology; Endocrinology; Physics; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003737854,0.00006075086,0.0001681915,0.0001598138,0.0000121163,0.000003735507,0.000171708,0.0001282902,0.0002479696],"category_scores_gemma":[0.00009786525,0.0000493452,0.00004607696,0.00003455728,0.0001096012,0.00005172732,0.00004661332,0.0002093008,0.0000013662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002409491,"about_ca_system_score_gemma":0.00001728924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003735753,"about_ca_topic_score_gemma":0.00005013614,"domain_scores_codex":[0.9993164,0.0001129393,0.0003406372,0.0000747661,0.00005959448,0.00009568765],"domain_scores_gemma":[0.9992952,0.0002428537,0.0002284122,0.00003484009,0.0001498986,0.00004883245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003955174,0.000379139,0.07603901,0.00002282572,0.0002566609,0.00001517121,0.0004785714,0.0001986356,0.6794471,0.02149423,0.000669488,0.2206036],"study_design_scores_gemma":[0.004222536,0.0007583928,0.0152004,0.00009399902,0.00005493559,0.0002410956,0.00005303924,0.003406455,0.09621716,0.06776416,0.8117719,0.0002159491],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991792,0.0009750117,0.001695338,0.001081516,0.000673096,0.00002842678,0.00001204279,0.000003057952,0.003739465],"genre_scores_gemma":[0.9977781,0.001283631,0.0001291998,0.0004361956,0.0002472986,0.000002653138,0.000004428632,0.000004005734,0.0001144878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8111024,"threshold_uncertainty_score":0.2715093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07946446643678791,"score_gpt":0.4162314622176373,"score_spread":0.3367669957808495,"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."}}