{"id":"W4383164260","doi":"10.1002/ep.14237","title":"Investigation of heavy metal removal from salty wastewater and voltage production using <i>Shewanella oneidensis</i><scp>MR</scp>‐1 nanowires in a dual‐chamber microbial fuel cell","year":2023,"lang":"en","type":"article","venue":"Environmental Progress & Sustainable Energy","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Imperial Oil Limited","keywords":"Shewanella oneidensis; Microbial fuel cell; Anode; Cathode; Metal; Wastewater; Chemistry; Shewanella; Materials science; Nuclear chemistry; Electrode; Bacteria; Environmental engineering; Organic chemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004401248,0.0003392576,0.0003291911,0.0001579989,0.0001768238,0.00005878223,0.00009692422,0.0001868955,0.0001164509],"category_scores_gemma":[0.00002678715,0.0003323759,0.00007816196,0.0004736079,0.0006078742,0.0005526494,0.0005524715,0.0001598486,0.00003620986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004225729,"about_ca_system_score_gemma":0.00002491631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004238237,"about_ca_topic_score_gemma":0.0001990543,"domain_scores_codex":[0.9974089,0.0001566481,0.0005197383,0.0007881176,0.0004502274,0.0006764298],"domain_scores_gemma":[0.9992193,0.00005225177,0.000271541,0.0003024838,0.000008232359,0.0001461862],"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":[0.00004562523,0.0001191005,0.02689803,0.0001333863,0.00001635003,0.0002691886,0.001379468,0.002707704,0.9673747,0.000006612567,0.0007393901,0.000310386],"study_design_scores_gemma":[0.0007185846,0.0001078783,0.02277563,0.0000396735,0.00005128203,0.00005682408,0.002467172,0.001372911,0.964116,0.0005229006,0.007517863,0.0002532966],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998239,0.0008492774,0.000007702056,0.00006929415,0.0002014776,0.0004104915,0.00002938839,0.00004970908,0.0001436081],"genre_scores_gemma":[0.9949312,0.0004092724,0.0006271285,0.00005116465,0.000140767,0.0000250223,0.0002841869,0.00005391333,0.003477384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006778473,"threshold_uncertainty_score":0.9999128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007836558294475136,"score_gpt":0.1854254422420769,"score_spread":0.1775888839476018,"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."}}