{"id":"W2734962345","doi":"10.1016/j.snb.2017.07.056","title":"The effect of the gas diffusion layer on the performance of fuel cell catalyst layers in ethanol sensors","year":2017,"lang":"en","type":"article","venue":"Sensors and Actuators B Chemical","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ontario Institute of Technology","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation; University of Ontario Institute of Technology","keywords":"Catalysis; Fuel cells; Diffusion; Ethanol; Gaseous diffusion; Layer (electronics); Materials science; Chemical engineering; Chemistry; Composite material; Thermodynamics; Engineering; Organic chemistry; Physics","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":[0.0003969106,0.0005023243,0.0003324138,0.0001595012,0.0002335074,0.0006808761,0.0006340034,0.0006555386,0.001287781],"category_scores_gemma":[0.0009731571,0.0005725267,0.0002131447,0.0001646118,0.0002967431,0.001018411,0.0002616437,0.0004376679,0.0003901175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005101466,"about_ca_system_score_gemma":0.0001663773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000982488,"about_ca_topic_score_gemma":0.001632889,"domain_scores_codex":[0.9997651,0.0000336408,0.00001950794,0.00006500509,0.0000689552,0.00004775162],"domain_scores_gemma":[0.9994826,0.0002734149,0.00006697728,0.00004104364,0.0001051888,0.00003076338],"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":[0.0002396863,0.00001698424,0.0002262251,0.00005801503,0.00001238035,0.00005042727,0.00003247128,0.0001822741,0.9972801,0.00007917111,0.0000684869,0.00175374],"study_design_scores_gemma":[0.000003862842,0.00004153299,0.0003706705,0.000002830048,0.00001083618,0.00002164343,0.00001088896,0.0006952081,0.9985288,0.000007567883,0.0003031838,0.000002879359],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928027,0.003321939,0.00219673,0.0002118053,0.00007767117,0.00000817591,0.0001623132,0.00006487795,0.001153808],"genre_scores_gemma":[0.9961675,0.001149181,0.001173348,0.00005951848,0.0000160101,0.000006007411,0.0001029018,0.00002880569,0.001296766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001287781,"threshold_uncertainty_score":0.004308105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004462796500279852,"score_gpt":0.1893648212721132,"score_spread":0.1849020247718333,"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."}}