{"id":"W2953356330","doi":"10.1242/jeb.198036","title":"Salmonid gene expression biomarkers indicative of physiological responses to changes in salinity, temperature, but not dissolved oxygen","year":2019,"lang":"en","type":"article","venue":"Journal of Experimental Biology","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia; Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada; Natural Sciences and Engineering Research Council of Canada; Mitacs; Genome British Columbia","keywords":"Stressor; Biology; Salinity; Hypoxia (environmental); Juvenile; Gene expression; Brackish water; Biomarker; Gene; Ecology; Zoology; Genetics; Oxygen; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001553428,0.0003116136,0.0002576252,0.0002899357,0.0001596601,0.0002231739,0.0001055216,0.0002456321,0.0009546625],"category_scores_gemma":[0.0001613858,0.000158359,0.0002442016,0.0002703497,0.0002691923,0.0001722857,0.0002660433,0.0003559089,0.0001218288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00021902,"about_ca_system_score_gemma":0.0002192582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001076838,"about_ca_topic_score_gemma":0.003605254,"domain_scores_codex":[0.9998184,0.00001502823,0.00001814152,0.00007491435,0.00004572379,0.00002781918],"domain_scores_gemma":[0.9997701,0.00002392084,0.00009021089,0.00001472279,0.00006721144,0.00003379616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009583409,0.0000152233,0.004842844,0.00003733597,0.000009267328,0.00001383525,0.00003120558,0.00001787766,0.9941507,0.00001020696,0.00001728735,0.0007583288],"study_design_scores_gemma":[0.00003422218,0.001914957,0.5567315,0.0000227587,0.0001163985,0.0002267086,0.0003837675,0.0007334191,0.4384699,0.0001198218,0.001221895,0.00002464057],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968087,0.0002698374,0.001406578,0.00003784996,0.00001513725,0.00003085425,0.000964902,0.00001970219,0.0004463887],"genre_scores_gemma":[0.9911895,0.000436782,0.003939099,0.0001465861,0.00001036772,0.0001588551,0.001659311,0.00001331231,0.002446219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001076838,"threshold_uncertainty_score":0.003193676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03060000410185992,"score_gpt":0.3000610643572811,"score_spread":0.2694610602554212,"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."}}