{"id":"W4386100084","doi":"10.21203/rs.3.rs-3267072/v1","title":"Removal of soluble Se from mining influenced water by native mine site bacteria depends on the consortium composition","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Selenium in Biological Systems","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Genome British Columbia","keywords":"Selenate; Environmental chemistry; Microorganism; Bacteria; Bioaccumulation; Bioremediation; Nitrate; Chemistry; Metagenomics; Biodegradation; Selenium; Biology; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.002599615,0.0003520042,0.0006202569,0.0002549143,0.0003319712,0.0002014748,0.0007906199,0.000640071,0.000488581],"category_scores_gemma":[0.0007964979,0.0002109983,0.0001951716,0.0003088414,0.0004256211,0.0000713911,0.001132986,0.001588887,0.0003496395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004133919,"about_ca_system_score_gemma":0.00004994901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005196953,"about_ca_topic_score_gemma":0.0001340369,"domain_scores_codex":[0.9935436,0.002662878,0.0007036022,0.000897321,0.001357028,0.0008356104],"domain_scores_gemma":[0.9946306,0.003354731,0.0002451014,0.0009015425,0.0007250039,0.0001429831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001367218,0.0001355717,0.003741277,0.0003155444,0.0001354402,0.00005361725,0.003821234,0.0001703043,0.9809033,0.00002516195,0.009094079,0.0002371963],"study_design_scores_gemma":[0.001125939,0.0009773528,0.02797678,0.003679987,0.00004949352,0.00001804232,0.00232032,0.002003628,0.9555539,0.001542358,0.004078483,0.0006737306],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923714,0.0001687897,0.00001157634,0.003075648,0.001121619,0.001437003,0.001027123,0.0001475103,0.0006393458],"genre_scores_gemma":[0.9956831,0.00001831386,0.0002036185,0.00008053324,0.0003612144,0.0002356843,0.002806076,0.00006372938,0.0005476684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02534947,"threshold_uncertainty_score":0.8604259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1208762752112113,"score_gpt":0.39277505190201,"score_spread":0.2718987766907986,"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."}}