{"id":"W2241257006","doi":"10.7287/peerj.preprints.616v1","title":"Fluctuating asymmetry could be reliable proxy for oxidative stress in vertebrates","year":2014,"lang":"en","type":"preprint","venue":"","topic":"Morphological variations and asymmetry","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Oxidative stress; Wild boar; Fluctuating asymmetry; Reactive oxygen species; Biology; Oxidative phosphorylation; Physiological stress; Zoology; Ecology; Biochemistry; Physiology","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":[0.0004491236,0.0003017212,0.0002669496,0.001122678,0.0002293197,0.0004140843,0.0001986727,0.0003505915,0.001343298],"category_scores_gemma":[0.00115896,0.0001423965,0.0002183168,0.0005413794,0.0004476136,0.0003109607,0.0003280553,0.0003962874,0.0001970395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001808785,"about_ca_system_score_gemma":0.00008546712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006035437,"about_ca_topic_score_gemma":0.0008366386,"domain_scores_codex":[0.9997664,0.00005914077,0.00001771572,0.00008487156,0.00004544485,0.00002639212],"domain_scores_gemma":[0.9990851,0.0001677216,0.0004867551,0.00008815715,0.00008497483,0.00008731376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006443422,0.00007230235,0.5852707,0.0001659251,0.0001988523,0.0002704672,0.000221094,0.00116091,0.376227,0.001163948,0.0003568607,0.0342475],"study_design_scores_gemma":[0.000004851055,0.0001542311,0.9884011,0.00001073033,0.00003370683,0.0003725623,0.00006929006,0.001688912,0.008011363,0.0009583556,0.0002780087,0.00001702232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906793,0.0009441585,0.006279368,0.00005453879,0.00002763696,0.00001531453,0.0006309646,0.00004475786,0.001324034],"genre_scores_gemma":[0.9977501,0.0001234746,0.001647279,0.0000231626,0.00001900752,0.000008603385,0.0001982243,0.000007911634,0.0002222036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001343298,"threshold_uncertainty_score":0.004493833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06123138133603162,"score_gpt":0.3354246088021647,"score_spread":0.2741932274661331,"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."}}