{"id":"W4317721466","doi":"10.1093/conphys/coac081","title":"Can scale cortisol concentration be quantified non-lethally in wild fish species?","year":2023,"lang":"en","type":"article","venue":"Conservation Physiology","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Fish <Actinopterygii>; Scale (ratio); Fishery; Zoology; Ecology; Cartography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00007696682,0.0001131216,0.0001669941,0.00002168599,0.00009092948,0.000008359666,0.0001657095,0.0001037626,0.0007097131],"category_scores_gemma":[0.00006742725,0.00008884762,0.00004254868,0.0005327452,0.0002919546,0.0001038563,0.0001091033,0.0001217401,0.0002075364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006202442,"about_ca_system_score_gemma":0.00001797566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004928168,"about_ca_topic_score_gemma":0.001497114,"domain_scores_codex":[0.9989257,0.00006328108,0.0002623643,0.0003473042,0.000124367,0.000276978],"domain_scores_gemma":[0.9995375,0.0001344776,0.00008753641,0.0001614388,0.00001569483,0.000063401],"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":[0.00002540159,0.00005559169,0.01753205,0.000003608773,0.00000264343,0.000001685674,0.0001182537,0.000331058,0.9611908,0.0001924964,0.02034158,0.0002048259],"study_design_scores_gemma":[0.0002969287,0.00005713392,0.9504543,0.000005700019,0.000002909748,5.484551e-7,0.00008728268,0.006808348,0.03387225,0.006271668,0.002002388,0.0001405362],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874672,0.000001105477,0.00002901463,0.0107643,0.0001331761,0.0002129689,0.00004768356,0.00007370792,0.001270798],"genre_scores_gemma":[0.9940975,0.00003669406,0.00008655781,0.004322592,0.00004269574,0.00005433361,0.0005045413,0.000006006934,0.0008490518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9329222,"threshold_uncertainty_score":0.7770861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03792138319157028,"score_gpt":0.2459443044554159,"score_spread":0.2080229212638456,"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."}}