{"id":"W2332546986","doi":"10.1149/05701.1225ecst","title":"Capabilities and Challenges for Tungsten Carbide Anodes","year":2013,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Advanced materials and composites","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Anode; Materials science; Tungsten carbide; Methane; Tungsten; Microstructure; Carbide; Yttria-stabilized zirconia; Carbon fibers; Metallurgy; Chemical engineering; Composite material; Composite number; Ceramic; Chemistry; Cubic zirconia; Electrode; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001373432,0.00006447349,0.00007753031,0.00001926417,0.00005196796,0.00002181388,0.00002512687,0.00002661391,0.00007012822],"category_scores_gemma":[0.000001214467,0.00006167289,0.00002154714,0.00001316306,0.00001966015,0.0001329755,8.621335e-7,0.00002508153,0.000006137203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000846514,"about_ca_system_score_gemma":0.000001890664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001660055,"about_ca_topic_score_gemma":0.00003583341,"domain_scores_codex":[0.9997384,0.000003096366,0.0000671907,0.00006844444,0.00002184499,0.0001010167],"domain_scores_gemma":[0.999841,0.00004393156,0.000004306797,0.00006473325,0.00001607743,0.00003000178],"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":[0.0000123534,0.00005984056,0.00004346778,0.001459098,0.000172771,6.906134e-7,0.004306494,0.04637222,0.8824829,0.002985358,0.0002906088,0.06181416],"study_design_scores_gemma":[0.001874692,0.0003602654,0.01107728,0.0001600038,0.0002098034,0.00005434713,0.007872799,0.0543781,0.7440558,0.04066448,0.1377035,0.001588946],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9195417,0.00935793,0.06606469,0.0007128128,0.000426491,0.0004280605,0.00005484586,0.0004671827,0.002946285],"genre_scores_gemma":[0.9939864,0.001654421,0.003947668,0.000007122025,0.00003744896,0.0002055135,0.000001397644,0.00001618727,0.0001438907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1384271,"threshold_uncertainty_score":0.2514947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01418691191252709,"score_gpt":0.1884870881892315,"score_spread":0.1743001762767044,"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."}}