{"id":"W4225134834","doi":"10.1111/ter.12600","title":"Cs enrichment controlled by microbial community: Evidence from sinters along a temperature gradient of the Daggyai Major Geyser, Tibet","year":2022,"lang":"en","type":"article","venue":"Terra Nova","topic":"Radioactive element chemistry and processing","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"State Key Laboratory of Biogeology and Environmental Geology; National Natural Science Foundation of China","keywords":"Stromatolite; Geology; Margin (machine learning); Cyanobacteria; Microbial population biology; Abundance (ecology); Microbial mat; Paleontology; Ecology; Chemistry; Biology; Carbonate; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001236048,0.0003144269,0.0002894315,0.00150206,0.0007056523,0.0006135485,0.0002047412,0.0002727276,0.0005855885],"category_scores_gemma":[0.0001513249,0.0002161752,0.0001988531,0.001340297,0.0005181775,0.0002127275,0.000398563,0.0001567429,0.00009916323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003287488,"about_ca_system_score_gemma":0.0002692054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01749782,"about_ca_topic_score_gemma":0.03170465,"domain_scores_codex":[0.999908,0.000006550995,0.000007431133,0.00003575247,0.00001733881,0.0000250042],"domain_scores_gemma":[0.9998745,0.00001087707,0.00003778576,0.00000488459,0.00003351278,0.00003848592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003305708,0.00004261573,0.8023064,0.0000613536,0.00006394304,0.0003974595,0.001559474,0.0001678382,0.1912278,0.00004346864,0.00003693606,0.003762223],"study_design_scores_gemma":[0.000002598071,0.00003768608,0.9978513,0.000002527966,0.000009755742,0.00006846301,0.0005893756,0.0001023919,0.001249183,0.000009118797,0.00007446588,0.000003172734],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997141,0.00003002115,0.00003166381,0.000002945061,8.737181e-7,0.000001640523,0.00007676499,0.000001369473,0.0001406763],"genre_scores_gemma":[0.9994736,0.00004632057,0.0001060108,0.000008097098,0.000002780464,0.000003346391,0.0001851853,0.000001944964,0.0001727276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01749782,"threshold_uncertainty_score":0.03479195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02378508111118157,"score_gpt":0.2577982358726305,"score_spread":0.2340131547614489,"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."}}