{"id":"W2900393873","doi":"10.1038/s41598-018-34789-7","title":"Effect of selected biocides on microbiologically influenced corrosion caused by Desulfovibrio ferrophilus IS5","year":2018,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada; Alberta Innovates; Shell; Shell Global Solutions International; Suncor Energy Incorporated; ConocoPhillips; Mitacs; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Genome Canada","keywords":"Biocide; Glutaraldehyde; Corrosion; Sulfate-reducing bacteria; Dielectric spectroscopy; Biofilm; Benzalkonium chloride; Desulfovibrio vulgaris; Carbon steel; Electrochemistry; Microbiology; Chloride; Nuclear chemistry; Chemistry; Desulfovibrio; Materials science; Bacteria; Metallurgy; Sulfate; Chromatography; Biology; Organic chemistry; Electrode","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":[0.0003335903,0.0006408991,0.0006429851,0.0003462533,0.0001936069,0.0004742289,0.0003369727,0.0003745472,0.000635686],"category_scores_gemma":[0.0004466188,0.0001738457,0.0003269447,0.0003755499,0.0001996134,0.000179691,0.0003134416,0.0003695771,0.000140533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003144104,"about_ca_system_score_gemma":0.0004754313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003746579,"about_ca_topic_score_gemma":0.00578075,"domain_scores_codex":[0.9993836,0.0001097156,0.00008906204,0.00009758938,0.0002379813,0.00008197803],"domain_scores_gemma":[0.9996067,0.00006153418,0.000104836,0.00002140913,0.0001558454,0.00004971266],"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":[0.0002602297,0.00009527874,0.0007680716,0.0001306908,0.00002108203,0.00004922457,0.00004900176,0.0000839714,0.9969799,0.00001462834,0.00002873981,0.001519133],"study_design_scores_gemma":[0.000008204137,0.001493406,0.009304884,0.00001777071,0.00005574926,0.00006325278,0.0001089098,0.0003398379,0.9877973,0.000008380355,0.000793547,0.0000087818],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981963,0.0006079056,0.0003207188,0.00004666847,0.00002392385,0.00003086528,0.0001888079,0.00001321724,0.0005716338],"genre_scores_gemma":[0.9946257,0.0009256256,0.002289905,0.00006190583,0.00001593173,0.00004487577,0.000524338,0.00001273767,0.001498966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003746579,"threshold_uncertainty_score":0.007449508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009241168999721916,"score_gpt":0.2585033453302851,"score_spread":0.2492621763305632,"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."}}