{"id":"W2061059353","doi":"10.3182/20120710-4-sg-2026.00163","title":"MICROBIAL FUEL CELL OPERATION WITH PERIODIC CONNECTION OF THE EXTERNAL RESISTANCE","year":2012,"lang":"en","type":"article","venue":"IFAC Proceedings Volumes","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Biotechnology Research Institute; Polytechnique Montréal","funders":"","keywords":"Microbial fuel cell; Internal resistance; Constant (computer programming); Power (physics); Electrical resistance and conductance; Connection (principal bundle); Materials science; Control theory (sociology); Load resistance; Environmental science; Electricity generation; Engineering; Computer science; Mechanical engineering; Composite material; Physics; Thermodynamics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001851996,0.0004612847,0.0004290544,0.0002737292,0.0002624161,0.000571074,0.0006174183,0.0004691023,0.002282656],"category_scores_gemma":[0.000542438,0.0001696785,0.0002401856,0.0002504051,0.0002498973,0.0005232901,0.0004557376,0.0004702236,0.0004497986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002543714,"about_ca_system_score_gemma":0.0001332718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001703428,"about_ca_topic_score_gemma":0.0003030757,"domain_scores_codex":[0.9998007,0.00001996883,0.00001573008,0.0000474185,0.00008076142,0.00003533347],"domain_scores_gemma":[0.9997931,0.00005351649,0.00002782968,0.00006174472,0.00004233818,0.00002149957],"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":[0.001020562,0.0001435851,0.001192081,0.0001855379,0.00002802083,0.0002616392,0.00009266015,0.004539595,0.9538032,0.0009554495,0.001156788,0.0366209],"study_design_scores_gemma":[0.00005058412,0.0008440928,0.003031002,0.00001767268,0.00003840629,0.0003460059,0.000051906,0.0373867,0.9518559,0.0008820584,0.00546536,0.00003035329],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734859,0.0006749447,0.01899792,0.000175121,0.0002571729,0.00006058211,0.0002386454,0.00074422,0.005365517],"genre_scores_gemma":[0.9933814,0.0001416565,0.004542619,0.00002799012,0.00003295602,0.00002543552,0.0000979668,0.00004122301,0.001708872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002282656,"threshold_uncertainty_score":0.007636249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004642933458358709,"score_gpt":0.1733808133652405,"score_spread":0.1687378799068818,"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."}}