{"id":"W4283593775","doi":"10.1016/j.jhazmat.2022.129456","title":"Genetic engineering of extremely acidophilic Acidithiobacillus species for biomining: Progress and perspectives","year":2022,"lang":"en","type":"review","venue":"Journal of Hazardous Materials","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"University of Toronto; Government of Ontario","keywords":"Acidithiobacillus; Biochemical engineering; Chemistry; Environmental chemistry; Acidithiobacillus ferrooxidans; Bioleaching; Waste management; Engineering; Environmental science; Metallurgy; Materials science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006437476,0.00102931,0.001208033,0.001461946,0.0001615711,0.001072097,0.0008339726,0.0009604371,0.001357129],"category_scores_gemma":[0.0004444197,0.0003120771,0.0005246889,0.002169624,0.0003685787,0.001035535,0.0005233824,0.001264305,0.0007154612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003582081,"about_ca_system_score_gemma":0.0007194309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000806527,"about_ca_topic_score_gemma":0.001431705,"domain_scores_codex":[0.9998389,0.00001741766,0.00001784496,0.00003251454,0.00007067735,0.00002254718],"domain_scores_gemma":[0.9997454,0.0001122948,0.00004561601,0.000009415354,0.00006432202,0.000022862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001020717,0.0001573721,0.0002643995,0.02319539,0.0001496054,0.0002400262,0.00006795653,0.001028103,0.02208261,0.004998809,0.009651357,0.9380624],"study_design_scores_gemma":[0.0000344223,0.0003187813,0.001386601,0.003120506,0.0003321931,0.001044208,0.00009895615,0.0003898195,0.01043568,0.002415189,0.9803723,0.00005136388],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004499617,0.9985358,0.0003343711,0.0001240513,0.0000976512,0.000003206018,0.00001430033,0.000006690805,0.0004340155],"genre_scores_gemma":[0.001735528,0.9973581,0.0004087561,0.00007902529,0.00004540539,0.000003553946,0.00002651248,0.000001498813,0.0003415728],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001461946,"threshold_uncertainty_score":0.004540086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08306827662676375,"score_gpt":0.2828934600224146,"score_spread":0.1998251833956509,"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."}}