{"id":"W2891721370","doi":"10.14447/jnmes.v19i1.346","title":"Development of Gold Electrodes for Microbial Fuel Cells","year":2016,"lang":"en","type":"article","venue":"Journal of New Materials for Electrochemical Systems","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Cathode; Electrode; Fabrication; Microbial fuel cell; Nanotechnology; Chemical engineering; Process engineering; Computer science; Chemistry; Anode","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":[0.0006767454,0.0001473512,0.0003868924,0.00003636711,0.00002887409,0.00002887591,0.0002519153,0.0001163758,0.0001305307],"category_scores_gemma":[0.00007023776,0.00009157082,0.0001226469,0.00006340905,0.00003228846,0.0001126048,0.00003046586,0.00003244769,0.00001344119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003186113,"about_ca_system_score_gemma":0.0001026643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000129153,"about_ca_topic_score_gemma":0.000008993333,"domain_scores_codex":[0.9983361,0.00002275443,0.0008944224,0.0001617609,0.0002514859,0.0003334915],"domain_scores_gemma":[0.9989001,0.00007902696,0.0007356065,0.00008628029,0.00008583719,0.0001131672],"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":[0.0004725392,0.00004892988,0.00001440604,0.0001361474,0.00003101544,1.775175e-7,0.00007200152,0.000001053781,0.980611,0.00002450617,0.01803553,0.0005526661],"study_design_scores_gemma":[0.001012327,0.0002565265,0.00001956538,0.00008001703,0.00002722116,0.00001826778,0.000006356446,0.000001338734,0.9312658,0.0001734039,0.06701414,0.000125079],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849749,0.00009389752,0.01366858,0.0001168518,0.0006020256,0.0004762448,0.00002368785,0.00000674213,0.00003707288],"genre_scores_gemma":[0.9917087,0.00004625198,0.006829982,0.00002603305,0.0007677756,0.00001207918,0.000006898468,0.00002169935,0.0005805586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04934527,"threshold_uncertainty_score":0.373415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01120878921833198,"score_gpt":0.2167260000563,"score_spread":0.205517210837968,"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."}}