{"id":"W3033751467","doi":"10.1128/aem.00789-20","title":"Fish Skin and Gut Microbiomes Show Contrasting Signatures of Host Species and Habitat","year":2020,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":140,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Ministério da Ciência, Tecnologia e Inovação; Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Biology; Microbiome; Host (biology); Fish <Actinopterygii>; Habitat; Ecology; Zoology; Fishery; Genetics","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":[0.00004998271,0.0001819843,0.0002478752,0.00002206419,0.00008367835,0.00001139411,0.00006682781,0.0001880033,0.00002380857],"category_scores_gemma":[0.000005074797,0.0001694238,0.00002794578,0.00002181906,0.0005471283,0.000002871815,0.0002148071,0.00009834138,0.000001698709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005456885,"about_ca_system_score_gemma":0.000007684815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005379935,"about_ca_topic_score_gemma":0.00001461567,"domain_scores_codex":[0.9991528,0.00002396019,0.0001854706,0.0003959686,0.00001641196,0.0002254113],"domain_scores_gemma":[0.9997219,0.00002094306,0.00007622569,0.00008558904,0.000002896071,0.00009248662],"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":[0.00006718848,0.00002385227,0.00531597,0.00005859007,0.00003994818,0.000001047557,0.0002261594,5.574179e-7,0.9924887,0.00004391986,0.001028676,0.000705411],"study_design_scores_gemma":[0.00155421,0.0004742805,0.09959292,0.00001345079,0.00003847172,0.00009656989,0.0009834626,0.000004101718,0.8406133,0.00001440346,0.05626329,0.0003515136],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960839,0.002565542,0.00003311977,0.0005536401,0.00002563406,0.0001875973,0.0004134419,0.000005373752,0.0001317803],"genre_scores_gemma":[0.9956294,0.001472756,0.0004135209,0.001904911,0.00007046538,0.000004147534,0.0004363559,0.00001574533,0.00005264767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1518754,"threshold_uncertainty_score":0.6908901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004921070335994014,"score_gpt":0.1760591441675952,"score_spread":0.1711380738316012,"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."}}