{"id":"W4387664548","doi":"10.1139/as-2023-0028","title":"Pilot study: decoding the skin microbiome of bowhead (<i>Balaena mysticetus</i>) and killer whales (<i>Orcinus orca</i>) in Nunavut, Canada","year":2023,"lang":"en","type":"article","venue":"Arctic Science","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada","keywords":"Biology; Microbiome; Beluga Whale; Zoology; Whale; Vibrio; Microbiology; Arctic; Ecology; Bacteria; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001493007,0.0001639009,0.0002198818,0.0000756561,0.0003843149,0.00005141349,0.0007630324,0.00001010457,0.0001823543],"category_scores_gemma":[0.0004641493,0.0001179063,0.00001824955,0.002475283,0.0009597837,0.000248149,0.001435965,0.0001301594,0.00005332179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003500899,"about_ca_system_score_gemma":0.0001378663,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8100597,"about_ca_topic_score_gemma":0.946489,"domain_scores_codex":[0.997852,0.00007377338,0.0003232367,0.0005241232,0.0006707658,0.0005561378],"domain_scores_gemma":[0.9990035,0.0003829069,0.0001076965,0.0003755028,0.00002394657,0.0001064414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001503449,0.0001022444,0.9864284,0.00003112942,0.000008043552,0.00002929775,0.00123507,0.0001428574,0.005293322,0.00006048319,0.001779331,0.004874768],"study_design_scores_gemma":[0.0002874528,0.0002028457,0.9951915,0.00004007096,0.00001192238,0.00001327322,0.001545459,0.0007149527,0.0002877582,0.00009582411,0.001454848,0.0001541048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958845,0.0001348753,0.000002668528,0.0006044403,0.0002304606,0.0004058742,0.000003158016,0.00001805407,0.002715918],"genre_scores_gemma":[0.9990936,0.0001263716,0.0001340136,0.0003976312,0.00001412886,0.00002509633,3.759849e-7,0.000009310139,0.0001994626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1364294,"threshold_uncertainty_score":0.480808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02032150406504835,"score_gpt":0.241516105395629,"score_spread":0.2211946013305806,"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."}}