{"id":"W4376470875","doi":"10.1093/conphys/coad024","title":"Assessing chronic stress in wild mammals using claw-derived cortisol: a validation using European badgers (<i>Meles meles</i>)","year":2023,"lang":"en","type":"article","venue":"Conservation Physiology","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Rollins College","keywords":"Meles; Claw; Biology; Badger; Context (archaeology); Seasonal breeder; Physiological stress; Ecology; Demography; Zoology; Physiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001471585,0.0008411595,0.0004128595,0.0005992619,0.0005527863,0.0006602911,0.0005196654,0.0006232279,0.0009530358],"category_scores_gemma":[0.001030797,0.000299298,0.000529664,0.0003620324,0.0008244853,0.0003005863,0.0005139217,0.0005921944,0.0003706005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002370361,"about_ca_system_score_gemma":0.00022941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004378334,"about_ca_topic_score_gemma":0.01194603,"domain_scores_codex":[0.9993265,0.0001546997,0.0000378088,0.0003318522,0.0001069073,0.00004243294],"domain_scores_gemma":[0.9991643,0.0001623518,0.0002168206,0.0001700372,0.0001930323,0.00009341663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001587362,0.000708212,0.5500126,0.0002380267,0.0004669122,0.000247958,0.001491697,0.001629567,0.412585,0.0001502595,0.0004533944,0.03042891],"study_design_scores_gemma":[0.00003961778,0.002858169,0.9619675,0.0000505391,0.0002276743,0.0005390873,0.0005956943,0.002746245,0.02897312,0.0001432033,0.001820833,0.00003825482],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923005,0.0002736468,0.006097896,0.00003106023,0.0000228171,0.0001056028,0.0006149015,0.0000457544,0.0005078123],"genre_scores_gemma":[0.9810134,0.0002633705,0.01489621,0.0001978174,0.00003019646,0.0004796048,0.001446398,0.000037274,0.001635863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004378334,"threshold_uncertainty_score":0.008705676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1807900857035135,"score_gpt":0.3899773613739621,"score_spread":0.2091872756704486,"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."}}