{"id":"W2112800638","doi":"10.1144/0016-764903-058","title":"Bacterial S-layer preservation and rare arsenic–antimony–sulphide bioimmobilization in siliceous sediments from Champagne Pool hot spring, Waiotapu, New Zealand","year":2005,"lang":"en","type":"article","venue":"Journal of the Geological Society","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Saskatchewan; University of Guelph; University of Toronto","funders":"","keywords":"Biomineralization; Hot spring; Antimony; Arsenic; Hydrothermal circulation; Geology; Mineralization (soil science); Mineralogy; Anoxic waters; Geochemistry; Chemistry; Chemical engineering; Environmental chemistry; Inorganic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003423388,0.0001056861,0.0001538758,0.00001478456,0.00008201366,0.00002987746,0.0001837242,0.0001280198,0.001501025],"category_scores_gemma":[0.0001064387,0.00006899123,0.0001118024,0.0001482612,0.00008769293,0.0003773706,0.0001785624,0.0002019379,0.00001188019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001715716,"about_ca_system_score_gemma":0.00001874601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000476943,"about_ca_topic_score_gemma":0.0004049404,"domain_scores_codex":[0.9989293,0.00009082355,0.0003691432,0.0001605233,0.0002930287,0.0001571381],"domain_scores_gemma":[0.9994011,0.00006570893,0.0003154936,0.0001129584,0.00001767102,0.00008706523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002028959,0.0002778949,0.811871,0.00000404018,0.00005011755,0.000004624465,0.00522511,0.005161999,0.1088938,0.00002677717,0.01492624,0.05335552],"study_design_scores_gemma":[0.001215254,0.00006690164,0.9777721,0.00001892752,0.00001989855,0.00000853446,0.0001560354,0.005843658,0.00222966,0.0003706263,0.01220691,0.00009157132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932258,0.00005972069,0.0002707135,0.006031986,0.0001651155,0.0001387261,0.000002594512,0.000008461491,0.0000968799],"genre_scores_gemma":[0.9961811,0.0001255553,0.001437167,0.0006660207,0.0002275396,0.000001638955,0.000004561198,0.000005092543,0.001351307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.165901,"threshold_uncertainty_score":0.9994118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01316683381917543,"score_gpt":0.2230592486541775,"score_spread":0.209892414835002,"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."}}