{"id":"W2751721994","doi":"10.1139/cjm-2016-0773","title":"Microbial community structure and diversity within hypersaline Keke Salt Lake environments","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Archaea; Halophile; Firmicutes; Biology; Phylum; Ecology; Extremophile; Bacteroidetes; Extreme environment; Microbial population biology; Euryarchaeota; Microorganism; Bacteria; 16S ribosomal RNA","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004993886,0.0001653833,0.0003185571,0.00006627303,0.002843365,0.0000323426,0.001184246,0.0002769818,0.003492286],"category_scores_gemma":[0.0001356059,0.0001551975,0.00006446592,0.00002560407,0.001970797,0.0001646186,0.0007874608,0.001008153,0.00004994917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001289555,"about_ca_system_score_gemma":0.00009173361,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02105997,"about_ca_topic_score_gemma":0.6918848,"domain_scores_codex":[0.9987068,0.0005248685,0.0002666995,0.0001327534,0.00002580227,0.0003430566],"domain_scores_gemma":[0.9986709,0.00007418237,0.0004390951,0.0004790445,0.0000126231,0.0003241683],"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":[0.00007232687,0.00003250677,0.2148227,0.000006008141,0.00007446708,0.00006428121,0.00224591,0.00007151965,0.7735391,0.00002978165,0.008646198,0.0003952042],"study_design_scores_gemma":[0.002355676,0.0007595291,0.8133768,0.00003756951,0.0001300935,0.002807081,0.0003753605,0.000005170029,0.0154021,0.002402547,0.1617678,0.000580214],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980847,0.00005849452,0.000009161004,0.0005681329,0.0005954895,0.00007635914,0.0002659682,0.00000223757,0.0003394713],"genre_scores_gemma":[0.9983648,0.00001556993,0.000294351,0.001011201,0.00005740466,1.624585e-7,0.00004850846,0.000009080162,0.0001989437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.758137,"threshold_uncertainty_score":0.9984548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01391746683628891,"score_gpt":0.200224349642505,"score_spread":0.1863068828062161,"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."}}