{"id":"W4386037693","doi":"10.1139/facets-2022-0177","title":"Using transcriptomics to examine the physiological status of wild-caught walleye (<i>Sander vitreus</i>)","year":2023,"lang":"en","type":"article","venue":"FACETS","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique; University of Manitoba","funders":"Fisheries and Oceans Canada; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Genome Canada","keywords":"Transcriptome; Biology; Ecology; Hypoxia (environmental); Zoology; Fishery; Gene; Gene expression; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.00007100341,0.0002607216,0.0001727141,0.0003756539,0.0004425683,0.0003158413,0.000132608,0.0002414647,0.0006252525],"category_scores_gemma":[0.0001038571,0.0001158904,0.0001544975,0.0004211622,0.0002685197,0.0001689971,0.0002682398,0.0002249803,0.0001559086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000471611,"about_ca_system_score_gemma":0.0004619585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0211028,"about_ca_topic_score_gemma":0.09592973,"domain_scores_codex":[0.9999298,0.000003545487,0.00000290865,0.00003323612,0.00001697943,0.00001366327],"domain_scores_gemma":[0.9999377,0.00000826153,0.00002285009,0.00000310936,0.00001822418,0.000009821331],"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":[0.0001051035,0.00001793677,0.0422988,0.00006121498,0.00002248887,0.00008199722,0.0002800159,0.00007298975,0.9537844,0.00006493013,0.00006866909,0.003141537],"study_design_scores_gemma":[0.000004762189,0.0002052662,0.9638223,0.00001313506,0.00003547638,0.0001284026,0.0007538785,0.0002971189,0.03294462,0.00007045927,0.001714692,0.000009915397],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963881,0.0002379768,0.0009215794,0.00003572457,0.000008180878,0.00002484201,0.001312118,0.00001247168,0.001058999],"genre_scores_gemma":[0.9876847,0.0005349214,0.004588228,0.0002547321,0.000008824351,0.0001252426,0.002930666,0.00001669132,0.003855958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0211028,"threshold_uncertainty_score":0.04195994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08211263897668594,"score_gpt":0.2855518384502571,"score_spread":0.2034391994735712,"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."}}