{"id":"W2015778115","doi":"10.1016/j.elecom.2009.08.007","title":"Online analysis of products from a direct ethanol fuel cell","year":2009,"lang":"en","type":"article","venue":"Electrochemistry Communications","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Acetaldehyde; Anode; Chemistry; Direct-ethanol fuel cell; Ethanol; Process engineering; Chemical engineering; Analytical Chemistry (journal); Chromatography; Electrode; Organic chemistry; Engineering","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":[0.0001385938,0.00040323,0.0003663372,0.0007347045,0.000472365,0.000540958,0.0003370556,0.0004967641,0.003337789],"category_scores_gemma":[0.0002373522,0.0001430771,0.0002645703,0.0003995358,0.0002258627,0.0004646041,0.0002915318,0.0004880699,0.0007893054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000400183,"about_ca_system_score_gemma":0.0002791188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002949816,"about_ca_topic_score_gemma":0.003470669,"domain_scores_codex":[0.9997966,0.000008123657,0.000004971099,0.00004143979,0.0001132963,0.0000355087],"domain_scores_gemma":[0.9998499,0.00003677442,0.00001089802,0.0000143736,0.00007458984,0.00001342504],"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":[0.001573048,0.0001671803,0.006586707,0.0001062824,0.00003670893,0.0005490725,0.00006371501,0.0005136835,0.9721127,0.0001540953,0.0003638121,0.01777298],"study_design_scores_gemma":[0.00001069723,0.0001340333,0.006886732,0.000004148585,0.00002228573,0.0001292473,0.00005003874,0.002051367,0.98962,0.00003301054,0.001051584,0.000006790801],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918257,0.0003450186,0.002894267,0.00003834553,0.00003410187,0.00003051114,0.001222697,0.0001149156,0.003494547],"genre_scores_gemma":[0.99199,0.0003308273,0.002119609,0.00002951574,0.000009485979,0.00001498775,0.0009038969,0.00004335762,0.004558178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003337789,"threshold_uncertainty_score":0.01116604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009193359074559726,"score_gpt":0.223548480771276,"score_spread":0.2143551216967163,"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."}}