{"id":"W2070046283","doi":"10.1086/376425","title":"Plasticity in Body Composition in Breeding Birds: What Drives the Metabolic Costs of Egg Production?","year":2003,"lang":"en","type":"article","venue":"Physiological and Biochemical Zoology","topic":"Aquaculture Nutrition and Growth","field":"Agricultural and Biological Sciences","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Rocky Mountain Research Station","keywords":"Biology; Composition (language); Zoology; Production (economics); Metabolic cost; Ecology; Animal science","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":[],"consensus_categories":[],"category_scores_codex":[0.000130047,0.000117243,0.0002569468,0.00001458307,0.00006092127,0.00001561115,0.0001092845,0.0001463209,0.00005598211],"category_scores_gemma":[0.0001573018,0.0000371823,0.00004980136,0.0003255909,0.0003312728,0.00009340175,0.00004924505,0.0001945686,0.000003331293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001036638,"about_ca_system_score_gemma":0.000002277592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003366014,"about_ca_topic_score_gemma":0.00003979545,"domain_scores_codex":[0.9989877,0.000198723,0.0002330463,0.0002920959,0.00007970099,0.0002087848],"domain_scores_gemma":[0.9995993,0.0002296326,0.00006301395,0.00002768545,0.00003419701,0.00004611098],"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":[0.00005583462,0.0002671181,0.009646985,0.000004018514,0.000003956577,0.000001018957,0.00002837907,0.000001485643,0.9853651,0.003367423,0.00005252434,0.001206136],"study_design_scores_gemma":[0.0003097592,0.0002855615,0.6353984,0.00005160628,0.0000082438,0.00001673347,0.0005829878,0.00002989375,0.3542864,0.008585854,0.0002911334,0.0001533975],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970399,0.0008057369,0.000001371115,0.001859995,0.0000447554,0.0001617146,0.000003940198,0.00001496615,0.00006764706],"genre_scores_gemma":[0.9986241,0.0009113844,0.00003433369,0.0002983316,0.0000846509,0.0000204513,0.00002149058,4.864353e-7,0.00000476893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6310787,"threshold_uncertainty_score":0.151625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01727367789168829,"score_gpt":0.2312075490070336,"score_spread":0.2139338711153453,"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."}}