{"id":"W2771338591","doi":"10.24870/cjb.2017-a255","title":"Genome sequencing reveals the potential of an indigenous arsenotrophic bacterium; Achromobacter sp. KAs 3-5 for sub-surface arsenic mobilization and strategies for bioremediation","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Biotechnology","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bioremediation; Indigenous; Achromobacter; Arsenic; Mobilization; Whole genome sequencing; Genome; Biology; Bacteria; Genetics; Pseudomonas; Gene; Geography; Ecology; Materials science; Metallurgy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001549276,0.0004339166,0.0002842124,0.0004138391,0.0001898521,0.0004144647,0.0001803651,0.0003689913,0.0005861231],"category_scores_gemma":[0.0002628716,0.0001062955,0.0004426056,0.0006588104,0.0001352853,0.000267323,0.0003043216,0.0004690706,0.0003616333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001632009,"about_ca_system_score_gemma":0.0003797281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002079379,"about_ca_topic_score_gemma":0.002642138,"domain_scores_codex":[0.9998358,0.00001643768,0.00001861614,0.00004311112,0.00005689269,0.00002914125],"domain_scores_gemma":[0.9998338,0.00003575149,0.00004340456,0.00001873824,0.00003732875,0.00003093042],"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":[0.0001482776,0.00005015236,0.006782749,0.0001561125,0.00002014558,0.0003606763,0.0001586059,0.0001894791,0.9827875,0.00009727381,0.0001051774,0.009143849],"study_design_scores_gemma":[0.00004277998,0.001586901,0.4466932,0.0001913049,0.0004373423,0.005297674,0.002755804,0.005979525,0.5166101,0.0007679631,0.01955838,0.00007898334],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921835,0.0008222152,0.00258769,0.0001943116,0.00002160136,0.00003286954,0.003049355,0.0000825155,0.001025891],"genre_scores_gemma":[0.9812377,0.000821385,0.008826713,0.0001094476,0.00001105942,0.00003036215,0.007671133,0.00002429546,0.001267915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002079379,"threshold_uncertainty_score":0.004134536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01177999448047085,"score_gpt":0.2306904797192886,"score_spread":0.2189104852388177,"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."}}