{"id":"W2247221416","doi":"10.1149/ma2014-02/21/1232","title":"Characterization of Micro-Porous Layer Structure and Properties","year":2014,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Advanced ceramic materials synthesis","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Materials science; Focused ion beam; Microstructure; Porosity; Layer (electronics); Scanning electron microscope; Membrane electrode assembly; Characterization (materials science); Composite material; Carbon fibers; Nanotechnology; Electrolyte; Chemical engineering; Electrode; Composite number; Chemistry; Ion","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002296356,0.0002230009,0.0001727135,0.0009798099,0.0002111498,0.0003607061,0.0003085472,0.0004327181,0.0009888445],"category_scores_gemma":[0.000456441,0.0001574798,0.0002381259,0.0003873282,0.0003099204,0.0003430291,0.0002048062,0.0002709145,0.0002401718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003190749,"about_ca_system_score_gemma":0.0002057868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001654902,"about_ca_topic_score_gemma":0.002714832,"domain_scores_codex":[0.9998179,0.000005484579,0.00001087027,0.00004367131,0.00009929107,0.00002277891],"domain_scores_gemma":[0.9996876,0.00007555066,0.00007081479,0.00004119371,0.0001043785,0.00002056273],"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":[0.00001808486,0.00001344321,0.001304889,0.00005574168,0.000004700247,0.00007468671,0.00004529744,0.0009443976,0.9929784,0.0001059972,0.00005296641,0.004401333],"study_design_scores_gemma":[0.000003509955,0.00006399056,0.01477231,0.000007789187,0.0000143764,0.000264267,0.00005395071,0.01018571,0.9729837,0.00008131458,0.001555038,0.00001404483],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9538436,0.0009788267,0.03985038,0.00005775364,0.00001534335,0.00008933737,0.002390961,0.0005475908,0.002226128],"genre_scores_gemma":[0.9743949,0.0003689643,0.02351913,0.00002708799,0.000004728171,0.00006703517,0.0007888703,0.00005079967,0.0007785343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001654902,"threshold_uncertainty_score":0.003307998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01273739682994413,"score_gpt":0.2132080642163752,"score_spread":0.2004706673864311,"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."}}