{"id":"W2978448835","doi":"10.1002/ece3.5701","title":"Of 11 candidate steroids, corticosterone concentration standardized for mass is the most reliable steroid biomarker of nutritional stress across different feather types","year":2019,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"North Pacific Research Board","keywords":"Feather; Corticosterone; Biology; Testosterone (patch); Endocrinology; Internal medicine; Zoology; Moulting; Androstenedione; Steroid hormone; Hormone; Androgen; Ecology; Medicine; Larva","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":[0.0001403919,0.00006748123,0.0001420144,0.000004226946,0.0001217978,0.000008755673,0.00004920043,0.00008477744,0.0001249852],"category_scores_gemma":[0.00000921801,0.00002557866,0.0000373863,0.00005552503,0.0001102679,0.00006778132,0.00001906108,0.00003500591,0.000001327075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002504983,"about_ca_system_score_gemma":0.000006328462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009022778,"about_ca_topic_score_gemma":0.000370959,"domain_scores_codex":[0.9994102,0.00003941715,0.0001744756,0.0001664895,0.00007937252,0.0001300373],"domain_scores_gemma":[0.99965,0.00005889185,0.0001248369,0.00004327867,0.0001044535,0.00001852869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003009209,0.00005663242,0.5311073,0.00001644715,0.00001098379,4.114347e-8,0.00005962387,0.000002396231,0.4677874,0.0001309446,0.0001506311,0.0003766624],"study_design_scores_gemma":[0.0005159603,0.0004579676,0.9737712,0.00001454734,0.00002538554,0.00000173117,0.0003362117,0.0001166045,0.02412695,0.0002284505,0.0003525031,0.00005255967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979882,0.0002012526,0.00004900764,0.0006811344,0.0002138647,0.0004114815,0.0004345058,0.00000661933,0.00001392659],"genre_scores_gemma":[0.9994699,0.00004337792,0.00002054348,0.0000217919,0.00003845558,0.00001886465,0.000106733,7.447851e-7,0.0002795531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4436605,"threshold_uncertainty_score":0.13685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01321971726047271,"score_gpt":0.2399486969031653,"score_spread":0.2267289796426926,"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."}}