{"id":"W7071563093","doi":"","title":"Simulation of reactive spraying deposition technology for fabricating fuel cell catalyst layer","year":2014,"lang":"en","type":"article","venue":"NPARC","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Combustion; Deposition (geology); Layer (electronics); Particle (ecology); Fabrication; Catalysis; Catalytic combustion; Turbulence; Particle deposition","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001742738,0.0004241432,0.0004860677,0.0003041368,0.0004739885,0.000497185,0.0006716336,0.0009830868,0.002077283],"category_scores_gemma":[0.0004416639,0.0002514468,0.0005823769,0.0004255664,0.0003585438,0.0004821426,0.0003194316,0.0003793969,0.0001708296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006917996,"about_ca_system_score_gemma":0.0008418086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01173121,"about_ca_topic_score_gemma":0.005696714,"domain_scores_codex":[0.9998925,0.00001773978,0.000004654445,0.00001401429,0.0000410371,0.00003011495],"domain_scores_gemma":[0.999864,0.00006256587,0.00001831617,0.00001054558,0.00002970036,0.00001481395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002688039,0.00002450834,0.0007614937,0.00005797919,0.000008351285,0.0001072918,0.00002719035,0.9900337,0.004149179,0.002783297,0.0002957905,0.001724266],"study_design_scores_gemma":[0.000006438152,0.00001315416,0.0001368042,0.000002397213,0.000002050513,0.0000100605,0.000007396303,0.9982136,0.001006957,0.0002535711,0.0003447245,0.000002823284],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.757472,0.001353175,0.166438,0.000829006,0.0001912966,0.0002266402,0.001697736,0.0006016624,0.07119045],"genre_scores_gemma":[0.9748462,0.0004540406,0.01943082,0.0000495805,0.00001241209,0.000135703,0.0004206981,0.00004230854,0.004608374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01173121,"threshold_uncertainty_score":0.02332586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01759657842621332,"score_gpt":0.2861033222241869,"score_spread":0.2685067437979736,"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."}}