{"id":"W7161815090","doi":"10.82308/4302","title":"Characterization of active microbial communities in extreme High Arctic cold saline spring systems with meta’omics","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Archaea; Microbial population biology; Microbial mat; Extreme environment; Gammaproteobacteria; Anoxic waters; Extremophile; Cold seep; Geomicrobiology; Sulfate","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003862946,0.0005252365,0.0004100255,0.001801705,0.0006171995,0.00128301,0.0002501951,0.0003441463,0.0003795637],"category_scores_gemma":[0.0003220848,0.0002104695,0.0006311995,0.001387959,0.0002604985,0.0004270868,0.0006126734,0.0003468655,0.0002446654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000305183,"about_ca_system_score_gemma":0.0004472238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005782963,"about_ca_topic_score_gemma":0.009468771,"domain_scores_codex":[0.9997444,0.00002732106,0.00002231825,0.0000855984,0.00006821227,0.0000523044],"domain_scores_gemma":[0.9998234,0.00003100896,0.00003562124,0.00001961787,0.00005678509,0.00003365541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002351523,0.00005489515,0.04686665,0.0002646709,0.0001483042,0.0001786261,0.0006710844,0.0006216389,0.9342721,0.0001556408,0.0001245966,0.0164066],"study_design_scores_gemma":[0.00001877421,0.0002889279,0.801953,0.0001573577,0.0003010248,0.000733432,0.002468219,0.007918611,0.1726332,0.0006029541,0.01286835,0.00005616893],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982594,0.00220884,0.005942802,0.00008408706,0.00001632962,0.00005251807,0.007442313,0.0001067114,0.00155252],"genre_scores_gemma":[0.9611838,0.001909484,0.02208392,0.0001464977,0.00002084653,0.000100839,0.01346771,0.00005743772,0.001029396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005782963,"threshold_uncertainty_score":0.01149863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04731638231458776,"score_gpt":0.2451316769873523,"score_spread":0.1978152946727645,"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."}}