{"id":"W2187489283","doi":"10.14447/jnmes.v15i3.64","title":"Parallel Connection and Sandwich Electrodes Lower the Internal Resistance in a Microbial Fuel Cell","year":2012,"lang":"en","type":"article","venue":"Journal of New Materials for Electrochemical Systems","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microbial fuel cell; Electrode; Internal resistance; Firmicutes; Anode; Materials science; Species evenness; Voltage; Cathode; Polarization (electrochemistry); Optoelectronics; Chemical engineering; Composite material; Species richness; Chemistry; Bacteria; Power (physics); Electrical engineering; Ecology; Biology; Battery (electricity); Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008461802,0.0001221882,0.00023499,0.0000272811,0.00004185385,0.00007536742,0.0001551611,0.00009148568,0.00008995568],"category_scores_gemma":[0.00005557995,0.00007904348,0.00005434857,0.00008170865,0.00003633006,0.0001872352,0.00003023348,0.0001141675,0.000007506421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002189788,"about_ca_system_score_gemma":0.00002056755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001273579,"about_ca_topic_score_gemma":0.00009660058,"domain_scores_codex":[0.9988145,0.00006974198,0.0004801827,0.000117215,0.0001870683,0.0003312776],"domain_scores_gemma":[0.9993896,0.0000644993,0.0003547977,0.00007004997,0.00002458427,0.00009649742],"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":[0.0006608585,0.00005361813,0.0008287367,0.00006313602,0.000008136769,5.671919e-7,0.000178838,0.000003496248,0.9881368,0.00002990242,0.01002179,0.00001406685],"study_design_scores_gemma":[0.001234224,0.0002137783,0.001509508,0.00006238918,0.00003083782,0.0001156636,0.00003696957,0.000009435783,0.9649732,0.0004684992,0.03118713,0.0001583744],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962064,0.001664692,0.0007069525,0.0002377134,0.0006278252,0.0002720662,0.000003010086,0.000004231949,0.0002771138],"genre_scores_gemma":[0.9981922,0.0001846095,0.0002461547,0.00006861787,0.0009603505,0.000005858432,0.000002691592,0.00001138459,0.0003281161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02316367,"threshold_uncertainty_score":0.3223299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007096773458908114,"score_gpt":0.2091876102241605,"score_spread":0.2020908367652524,"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."}}