{"id":"W2103660056","doi":"10.1093/conphys/cov002","title":"Validation of the i-STAT system for the analysis of blood gases and acid–base status in juvenile sandbar shark (<i>Carcharhinus plumbeus</i>)","year":2015,"lang":"en","type":"article","venue":"Conservation Physiology","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; National Oceanic and Atmospheric Administration; U.S. Department of Commerce","keywords":"Carcharhinus; Biology; Juvenile; Fishery; Zoology; Ecology","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":[0.0003690559,0.00007286563,0.0002310701,0.00004551037,0.00005387255,0.000001981296,0.00014529,0.00006790324,0.00004549336],"category_scores_gemma":[0.0002328216,0.0000450077,0.00005566375,0.0003212731,0.0004043846,0.00005163048,0.0001396015,0.0000515645,0.000002158387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002660597,"about_ca_system_score_gemma":0.00003509347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001734328,"about_ca_topic_score_gemma":0.0009499007,"domain_scores_codex":[0.9991478,0.0002163266,0.0002649347,0.0001683368,0.0000637816,0.0001388109],"domain_scores_gemma":[0.9991647,0.0003550494,0.0001940706,0.0002234001,0.00003640072,0.00002636563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002726775,0.00008634282,0.5872904,0.00003569363,0.0002341506,3.966337e-7,0.0009361709,0.003542721,0.405349,0.001020548,0.0008992298,0.000332607],"study_design_scores_gemma":[0.0008747329,0.0001226762,0.9335556,0.000005676214,0.0004411069,0.000002158375,0.0004423154,0.004087704,0.05930213,0.0004960195,0.0006022569,0.00006763058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989858,0.0001195558,0.0001005995,0.0002672397,0.0001004853,0.0002682051,0.0000680196,0.000006122165,0.00008395057],"genre_scores_gemma":[0.9995062,0.00001408089,0.0001091774,0.0002073285,0.000009921825,0.00004937384,0.00005853924,0.00000340209,0.00004196386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3462652,"threshold_uncertainty_score":0.2621796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02195704720246949,"score_gpt":0.2414312456232154,"score_spread":0.2194741984207459,"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."}}