{"id":"W4312084912","doi":"10.1016/j.biortech.2022.128476","title":"Extracellular polymeric substances overproduction strategy in Ferroplasma acidiphilum growth for biooxidation of low-grade gold bearing ore: Role of monosaccharides","year":2022,"lang":"en","type":"article","venue":"Bioresource Technology","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada; York University","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada; Mitacs; York University","keywords":"Monosaccharide; Chemistry; Sucrose; Fructose; Extracellular polymeric substance; Pyrite; Dissolution; Nuclear chemistry; Food science; Biochemistry; Organic chemistry; Mineralogy; Biofilm; Biology; Bacteria","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":[0.0001087312,0.0003870021,0.000246908,0.0001488461,0.000150367,0.0003099328,0.0002109084,0.0002642877,0.0002877223],"category_scores_gemma":[0.00007757893,0.000103491,0.0002637322,0.0001855149,0.0001223456,0.0002073447,0.0002775169,0.0004149709,0.0001456451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000200319,"about_ca_system_score_gemma":0.0002135428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008199954,"about_ca_topic_score_gemma":0.001431118,"domain_scores_codex":[0.9999131,0.000009525121,0.0000106963,0.00001817926,0.0000269486,0.00002149391],"domain_scores_gemma":[0.9999496,0.000006088798,0.00001693261,0.000006511137,0.0000109402,0.000009976305],"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":[0.0000183885,0.00001555548,0.00003946374,0.00001399551,9.849695e-7,0.00001950985,0.000007310236,0.00003553669,0.9993297,0.00002496837,0.000006182181,0.0004884158],"study_design_scores_gemma":[0.000003038351,0.00008124977,0.0004757396,0.000003039606,0.000006256025,0.00003861947,0.00002685649,0.0004322035,0.9984835,0.00001324521,0.0004336457,0.000002445049],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996052,0.0002520245,0.002648375,0.00008882942,0.00001977838,0.00002902925,0.0001223712,0.00003279234,0.0007548381],"genre_scores_gemma":[0.9909548,0.0003647287,0.006415179,0.00002750601,0.000005451264,0.00003044597,0.0002468494,0.00001319187,0.001941801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008199954,"threshold_uncertainty_score":0.001630425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0102117262529473,"score_gpt":0.2075941406811074,"score_spread":0.1973824144281601,"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."}}