{"id":"W4309040700","doi":"10.1139/cjz-2021-0195","title":"Metabolic rate and osmoregulation in desert spring amphipods","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Zoology","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Miami","keywords":"Osmoregulation; Biology; Gammarus; Ecology; Salinity; Range (aeronautics); Zoology; Amphipoda; Crustacean","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005647633,0.0001386027,0.0001220806,0.0002794999,0.0001797371,0.0002299726,0.0001377912,0.000161848,0.0005482056],"category_scores_gemma":[0.0001420708,0.00009791902,0.0001358783,0.0001650997,0.0001402983,0.0001427127,0.0001756722,0.0002130486,0.00008480684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000304629,"about_ca_system_score_gemma":0.00009017112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003306282,"about_ca_topic_score_gemma":0.006356959,"domain_scores_codex":[0.9999601,0.000005019904,0.000002832634,0.00001696827,0.000009425947,0.000005717453],"domain_scores_gemma":[0.9999266,0.000005771078,0.00003772695,0.000005539632,0.00000914607,0.00001528971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005398082,0.0001240256,0.5249217,0.00009225972,0.0001096038,0.0001628749,0.0004229604,0.000440063,0.4614809,0.000105115,0.0001639378,0.01143681],"study_design_scores_gemma":[0.000002776025,0.00009731681,0.9955225,0.000002931211,0.00001129165,0.00006451083,0.00007572083,0.0002654377,0.00372626,0.00003112114,0.0001956022,0.000004589769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994304,0.00007726283,0.00006701166,0.000007431127,0.000001077665,0.000002076149,0.0001095351,0.000002824855,0.0003023552],"genre_scores_gemma":[0.9989083,0.00008461024,0.0002774575,0.00002202062,0.000002100812,0.00001525222,0.0002976154,0.000002831015,0.0003898818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003306282,"threshold_uncertainty_score":0.006574035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01126387833471426,"score_gpt":0.2054109993811286,"score_spread":0.1941471210464143,"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."}}