{"id":"W4375853624","doi":"10.1101/gr.276779.122","title":"Genomic insights into metabolic flux in hummingbirds","year":2023,"lang":"en","type":"article","venue":"Genome Research","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Human Frontier Science Program","keywords":"Biology; Transcriptome; Hummingbird; Gene; Genetics; Model organism; Sequence assembly; Fructose; Computational biology; Gene expression; Biochemistry; Ecology","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":[0.00006500616,0.0002888792,0.0001919947,0.0009122525,0.0002076042,0.0003200706,0.0001270218,0.0002438654,0.001108083],"category_scores_gemma":[0.0001915317,0.0001511791,0.0002872345,0.0006247647,0.0001226946,0.0001950985,0.0002002358,0.0002424454,0.0002912453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002586599,"about_ca_system_score_gemma":0.0001397886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003102442,"about_ca_topic_score_gemma":0.005482989,"domain_scores_codex":[0.9999404,0.000004285236,0.000002364146,0.00003626001,0.00000830127,0.00000833024],"domain_scores_gemma":[0.9999092,0.00002099878,0.00003103937,0.000007713941,0.00001500534,0.00001615691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003041684,0.00001547322,0.02457561,0.0002660423,0.00008585415,0.0003281622,0.0003888452,0.001190191,0.9537674,0.0005285078,0.0003722679,0.01817757],"study_design_scores_gemma":[0.000009174049,0.00008947995,0.9455295,0.00003994523,0.0001217942,0.0004435913,0.000340393,0.002252386,0.03914051,0.0006035587,0.01140638,0.0000233195],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829593,0.001611382,0.004920268,0.00007628234,0.00001677103,0.00001210062,0.008902066,0.0001979436,0.001303986],"genre_scores_gemma":[0.9681461,0.001242844,0.01078926,0.0001793417,0.00003542781,0.00003191438,0.01768111,0.00011056,0.001783369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003102442,"threshold_uncertainty_score":0.006168783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08307924409766307,"score_gpt":0.3394347327023599,"score_spread":0.2563554886046968,"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."}}