{"id":"W2260863391","doi":"10.1149/ma2013-01/6/383","title":"Scale-up of a Swiss-Roll Mixed-Reactant Fuel Cell","year":2013,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Scale (ratio); Fuel cells; Environmental science; Materials science; Chemical engineering; Engineering; Geography; Cartography","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":[0.0002894041,0.0004933968,0.0004395097,0.0004456927,0.0005358559,0.0006519951,0.0005125856,0.0006293994,0.003848898],"category_scores_gemma":[0.0002771359,0.0001626574,0.0005205232,0.0003601764,0.0001810984,0.000485475,0.0003825919,0.0006499491,0.001853566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000345097,"about_ca_system_score_gemma":0.0003749783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002403646,"about_ca_topic_score_gemma":0.003313571,"domain_scores_codex":[0.9998181,0.00001084249,0.000009068071,0.00003528997,0.00009173997,0.00003492722],"domain_scores_gemma":[0.9998411,0.00001735065,0.000006108824,0.00003505607,0.00007265677,0.0000276841],"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":[0.0004488305,0.0004266119,0.000751858,0.0001035424,0.00003696184,0.0002446914,0.00004751442,0.002929216,0.9800189,0.0002092795,0.001267441,0.01351525],"study_design_scores_gemma":[0.00006563881,0.0007935464,0.004479742,0.000008419067,0.00004510098,0.0001038567,0.00004741336,0.004581596,0.9835247,0.00007345885,0.006259146,0.00001735089],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866991,0.000625414,0.004255813,0.0001953714,0.0001146624,0.0001574192,0.001937535,0.0006569959,0.005357623],"genre_scores_gemma":[0.9856119,0.0004712807,0.005814719,0.00004381516,0.00001127832,0.00007237234,0.00209968,0.00009739209,0.005777545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003848898,"threshold_uncertainty_score":0.01287591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006189910831356912,"score_gpt":0.1835583463265276,"score_spread":0.1773684354951707,"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."}}