{"id":"W4366390747","doi":"10.3390/fishes8040214","title":"Environmental Impacts on Skin Microbiomes of Sympatric High Arctic Salmonids","year":2023,"lang":"en","type":"article","venue":"Fishes","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; University of Waterloo; McGill University; Queen's University","funders":"","keywords":"Salvelinus; Biology; Arctic char; Arctic; Coregonus clupeaformis; Ecology; Coregonus; Fish migration; Sympatric speciation; Microbiome; Zoology; Fishery; Habitat; Trout; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.000166634,0.0001594038,0.000219142,0.0003080472,0.0005155543,0.0003805103,0.000080281,0.0001498733,0.0005713993],"category_scores_gemma":[0.0002804232,0.0001198856,0.0001305307,0.0003203822,0.0003268923,0.0001364211,0.0005199311,0.0001773695,0.00008156396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005165034,"about_ca_system_score_gemma":0.0005091616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04999401,"about_ca_topic_score_gemma":0.1852061,"domain_scores_codex":[0.99984,0.00002853492,0.00001004518,0.00005685312,0.00002757571,0.00003697302],"domain_scores_gemma":[0.9998273,0.00001317885,0.00004575343,0.000009152893,0.00004638423,0.00005825236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005947325,0.0000398294,0.8751634,0.00003614024,0.0001055738,0.0001292943,0.001555203,0.00009674138,0.1177088,0.00003708283,0.00007634882,0.00445671],"study_design_scores_gemma":[0.000001132479,0.00005408388,0.9987465,0.000002015563,0.000007843492,0.00002882733,0.0007586929,0.00002842873,0.0002953247,0.000005736747,0.00006965049,0.000001713676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998332,0.00002518483,0.00001327009,0.00000311654,6.329636e-7,9.468882e-7,0.00004588824,3.171733e-7,0.00007742537],"genre_scores_gemma":[0.9996277,0.00003061792,0.00005129473,0.00001613032,6.094781e-7,0.000003130706,0.0001182169,9.375498e-7,0.0001514875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04999401,"threshold_uncertainty_score":0.09940606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00640006574404089,"score_gpt":0.2260211343927594,"score_spread":0.2196210686487185,"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."}}