{"id":"W1595502007","doi":"10.1002/9780470291238.ch37","title":"Co-Sintering Behaviour of Porous Ni-YSZ Composite SOFC Anodes","year":2008,"lang":"en","type":"book-chapter","venue":"Ceramic engineering and science proceedings","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Sintering; Materials science; Yttria-stabilized zirconia; Anode; Composite number; Shrinkage; Dilatometer; Non-blocking I/O; Solid oxide fuel cell; Composite material; Metallurgy; Electrolyte; Oxide; Ceramic; Cubic zirconia; Thermal expansion; Electrode","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004477034,0.0004664519,0.0005785747,0.0003948035,0.0002435063,0.0001663104,0.0007221217,0.0001816642,0.00007264642],"category_scores_gemma":[0.00005399004,0.0004777813,0.00006441674,0.00012002,0.001070327,0.000571674,0.0002523679,0.0003413385,0.00002832566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001970744,"about_ca_system_score_gemma":0.00009186138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009009204,"about_ca_topic_score_gemma":1.937871e-7,"domain_scores_codex":[0.997308,0.000001430614,0.0005674775,0.00080266,0.0007397698,0.0005806719],"domain_scores_gemma":[0.9989196,0.00003028296,0.0003489998,0.0002244178,0.0002823363,0.0001943857],"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":[0.00001165004,0.00001606818,0.0002049872,0.0003283627,0.000008854005,0.00001578003,0.000939648,0.0003334009,0.9949627,0.002337521,0.0001563565,0.0006846506],"study_design_scores_gemma":[0.0008610893,0.0004441484,0.001054611,0.002811032,0.0001342486,0.0009746497,0.0002309906,0.005771974,0.9735268,0.0007463869,0.01099735,0.002446709],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9109781,0.001560306,0.0007374664,0.00001975235,0.001111462,0.0004328277,0.00006581588,0.0003435756,0.08475064],"genre_scores_gemma":[0.9660608,0.0007834366,0.01029993,0.00003353768,0.0001462325,0.00001072336,0.000005776583,0.00009757905,0.022562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06218865,"threshold_uncertainty_score":0.9997674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01357090043948266,"score_gpt":0.2385042854533604,"score_spread":0.2249333850138778,"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."}}