{"id":"W4361018045","doi":"10.1086/725208","title":"Osmoregulatory Performance among Prickly Sculpin (<i>Cottus asper</i>) Living in Contrasting Osmotic Habitats","year":2023,"lang":"en","type":"article","venue":"Physiological and Biochemical Zoology","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Seawater; Osmoregulation; Biology; Sculpin; Euryhaline; Habitat; Ecology; Acclimatization; Cottus; Zoology; Salinity; Fishery; Fish <Actinopterygii>","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":[0.00008468747,0.0002832262,0.0002704524,0.0004556893,0.0003485285,0.0003606072,0.0002349469,0.000241024,0.0009917204],"category_scores_gemma":[0.000201472,0.0001999349,0.0001941454,0.0002232439,0.0003606552,0.0002465566,0.0005516357,0.0004017933,0.0001817086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000343828,"about_ca_system_score_gemma":0.0001505197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005553966,"about_ca_topic_score_gemma":0.01191905,"domain_scores_codex":[0.9999102,0.000008096078,0.000006556241,0.00003891914,0.00001231064,0.00002388817],"domain_scores_gemma":[0.9997684,0.00001494992,0.00006911725,0.00001320136,0.00002462607,0.0001096691],"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":[0.0008956728,0.0001909179,0.1037133,0.00003491221,0.00005729434,0.0002113043,0.000573965,0.0000795221,0.8914994,0.00003835102,0.00006474948,0.002640575],"study_design_scores_gemma":[0.00000765479,0.0006120297,0.9918076,0.00000287194,0.0000180892,0.0001346573,0.0003462463,0.0001603421,0.006779839,0.00001053636,0.0001120502,0.000007915538],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998703,0.00001350332,0.00001440646,0.000002944114,5.972552e-7,0.000001933707,0.00003324867,0.000001093594,0.00006198497],"genre_scores_gemma":[0.9994397,0.00001813876,0.00007089844,0.00002073718,0.00000113388,0.000008620616,0.0001777888,0.000002316489,0.0002606857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005553966,"threshold_uncertainty_score":0.01104325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01731895504142072,"score_gpt":0.2118908924920899,"score_spread":0.1945719374506692,"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."}}