{"id":"W1994879716","doi":"10.1115/1.4023447","title":"Planar Multiplexing of Microfluidic Fuel Cells","year":2013,"lang":"en","type":"article","venue":"Journal of Fluids Engineering","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Western Economic Diversification Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Microfluidics; Multiplexing; Anode; Microbial fuel cell; Electrolyte; Materials science; Fluidics; Planar array; Planar; Nanotechnology; Computer science; Electrode; Optoelectronics; Chemistry; Electrical engineering; Engineering; Telecommunications","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002432605,0.000517464,0.0002576898,0.0003870634,0.0002747118,0.0005321164,0.0005937486,0.0003388101,0.001141965],"category_scores_gemma":[0.0005198623,0.0002051029,0.0002445828,0.0002635713,0.0003306555,0.0006806902,0.0007671301,0.0002815727,0.0003525411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004473148,"about_ca_system_score_gemma":0.0003041617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002733995,"about_ca_topic_score_gemma":0.0004418493,"domain_scores_codex":[0.9996415,0.0000449118,0.00001836154,0.00008147592,0.0001443597,0.00006938651],"domain_scores_gemma":[0.9997993,0.00005573111,0.00004071225,0.00003194715,0.00005374708,0.00001850526],"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":[0.0001391817,0.00006657583,0.0007699255,0.0001576537,0.00001990705,0.0001788461,0.00005981094,0.01289124,0.8807913,0.0118175,0.000568653,0.09253935],"study_design_scores_gemma":[0.00001717163,0.0003179517,0.0006308119,0.000009824135,0.00001742033,0.0002785773,0.00003499913,0.04944546,0.9381649,0.00203087,0.009011945,0.00003998784],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6282102,0.002132178,0.3477807,0.0002788311,0.0004740174,0.0001748004,0.0003244634,0.0009234319,0.01970135],"genre_scores_gemma":[0.9062104,0.0007279865,0.0895972,0.00007545748,0.0000571725,0.00006837479,0.0001123374,0.00001685734,0.003134251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001141965,"threshold_uncertainty_score":0.00382024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004942222688889714,"score_gpt":0.167119243131267,"score_spread":0.1621770204423773,"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."}}