{"id":"W2122354265","doi":"10.1109/jmems.2008.2006816","title":"A Microfabricated PDMS Microbial Fuel Cell","year":2008,"lang":"en","type":"article","venue":"Journal of Microelectromechanical Systems","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Polydimethylsiloxane; Microbial fuel cell; Anode; Cathode; Materials science; Electrode; Power density; Current density; Nafion; Silicon; Microelectrode; Open-circuit voltage; Nanotechnology; Chemical engineering; Optoelectronics; Chemistry; Voltage; Electrochemistry; Electrical engineering; Power (physics)","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0005812951,0.000228605,0.0004537189,0.00009303867,0.0001314807,0.00004221015,0.0004995019,0.0001925392,0.000655484],"category_scores_gemma":[0.00003361976,0.000181801,0.0002591378,0.0004365313,0.0000875583,0.0001926212,0.0001016182,0.0004127194,0.000597677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003816205,"about_ca_system_score_gemma":0.00006279193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001838353,"about_ca_topic_score_gemma":0.00001124881,"domain_scores_codex":[0.9977363,0.0001635076,0.0009117051,0.0002686938,0.0004314936,0.0004882755],"domain_scores_gemma":[0.9987114,0.00005194787,0.0007217329,0.0002002822,0.00007163565,0.0002429944],"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":[0.00008224417,0.0002108579,0.0005348969,0.00003332942,0.0000194499,0.00008773123,0.0001105256,0.0000410172,0.9582418,0.000005640131,0.0405109,0.0001216173],"study_design_scores_gemma":[0.002944211,0.001860815,0.00116217,0.00007195454,0.0001043967,0.008046048,0.00006992614,0.000377419,0.7401878,0.0001164846,0.2443176,0.0007411974],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935568,0.001400347,0.002105214,0.0002164012,0.0009472584,0.0002829854,0.000008550932,0.00002699283,0.001455459],"genre_scores_gemma":[0.9965667,0.0007401498,0.0008899614,0.0001769058,0.0004057722,0.00000197142,0.000005278032,0.00002819003,0.001185041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.218054,"threshold_uncertainty_score":0.7682128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008309300739256118,"score_gpt":0.177551981815131,"score_spread":0.1692426810758749,"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."}}