{"id":"W2018472255","doi":"10.1111/j.1462-2920.2009.02058.x","title":"Microbial community dynamics in a seasonally anoxic fjord: Saanich Inlet, British Columbia","year":2009,"lang":"en","type":"article","venue":"Environmental Microbiology","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":213,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital; University of British Columbia","funders":"","keywords":"Anoxic waters; Water column; Biogeochemical cycle; Fjord; Biology; Hypoxia (environmental); Microbial population biology; Ecology; Oceanography; Phylogenetic diversity; Ecosystem; Nutrient; Nutrient cycle; Environmental chemistry; Oxygen; Phylogenetic tree; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000547888,0.0001447079,0.0002884461,0.00005130819,0.000359362,0.00005163554,0.0006288768,0.0003473755,0.01028581],"category_scores_gemma":[0.00004030548,0.0002032806,0.00006485426,0.0001121302,0.0004818869,0.00009772064,0.0001171609,0.0008310301,0.000539677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008302189,"about_ca_system_score_gemma":0.00003426728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01422871,"about_ca_topic_score_gemma":0.8085046,"domain_scores_codex":[0.9980265,0.0006869807,0.0002786352,0.0003361047,0.00003951981,0.0006321869],"domain_scores_gemma":[0.9993634,0.0001564737,0.00006265865,0.000312728,0.000003467348,0.0001013061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005935591,0.0001446918,0.9821467,0.000003541669,0.00001415539,0.00006976688,0.00004678998,0.00001287249,0.004772962,0.000001907821,0.002714669,0.01001255],"study_design_scores_gemma":[0.0006406342,0.0005446087,0.9947595,0.000006820813,0.000005035025,0.0006080312,0.0001567724,0.0001810659,0.00003573659,0.0004054196,0.002442848,0.0002135238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965991,0.0002705207,0.000002125669,0.0003230609,0.000172746,0.0002493692,0.0003304738,0.00002521752,0.002027338],"genre_scores_gemma":[0.994236,0.0001207602,0.0001322145,0.001284513,0.00004247716,0.000001856405,0.002619969,0.000004128066,0.001558101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7942759,"threshold_uncertainty_score":0.9923356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005508194254343042,"score_gpt":0.1831790736755272,"score_spread":0.1776708794211842,"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."}}