{"id":"W2066256412","doi":"10.4028/www.scientific.net/amr.15-17.293","title":"Processing of Ce<sub>1-x</sub>Gd<sub>x</sub>O<sub>2-δ</sub> (GDC) Thin Films from Precursors for Application in Solid Oxide Fuel Cells","year":2006,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Ethylene glycol; Yttria-stabilized zirconia; Electrolyte; Chemical engineering; Scanning electron microscope; Cathode; Thin film; Spin coating; Solid oxide fuel cell; Fourier transform infrared spectroscopy; Cubic zirconia; Analytical Chemistry (journal); Composite material; Nanotechnology; Physical chemistry; Chemistry; Organic chemistry; Electrode; Ceramic","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":[0.00009157456,0.0003050905,0.0002522656,0.0001839108,0.000142239,0.0003115189,0.0002315784,0.0002013923,0.0005915735],"category_scores_gemma":[0.0001858582,0.0001760015,0.0001219627,0.0001703004,0.0001083689,0.0002096083,0.0001300426,0.0002955742,0.0002462352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000239116,"about_ca_system_score_gemma":0.0003070377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001057462,"about_ca_topic_score_gemma":0.001709277,"domain_scores_codex":[0.9999526,0.0000030829,0.000003978482,0.00001006926,0.00002132746,0.000008982079],"domain_scores_gemma":[0.9999338,0.00001266239,0.00001660836,0.00000515772,0.00002386255,0.000007950993],"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":[0.00001308621,0.000002712732,0.00003858949,0.00002383623,9.062664e-7,0.00002135688,0.000007113953,0.00004400716,0.9990891,0.00002037303,0.000008277482,0.0007305424],"study_design_scores_gemma":[0.000001708861,0.0000211766,0.0005733885,0.000002155774,0.000002395918,0.00003579639,0.000006080109,0.0001805465,0.9987561,0.000006906949,0.0004124705,0.000001445247],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908738,0.001067445,0.006345938,0.00003830639,0.00001905384,0.00005061766,0.0002199945,0.00006111597,0.001323772],"genre_scores_gemma":[0.9813566,0.001679803,0.01308689,0.00002870458,0.000006243567,0.00005175826,0.0004619476,0.00006883061,0.003259307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001057462,"threshold_uncertainty_score":0.002102554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02584307577122092,"score_gpt":0.3312346943105288,"score_spread":0.3053916185393079,"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."}}