{"id":"W2128705787","doi":"10.1149/2.056405jes","title":"Optimization of Infiltration Techniques Used to Construct Ni/YSZ Anodes","year":2014,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta","keywords":"Yttria-stabilized zirconia; Anode; Materials science; Aqueous solution; Chemical engineering; Electrolyte; Porosity; Electrochemistry; Wetting; Scanning electron microscope; Cubic zirconia; Inorganic chemistry; Composite material; Chemistry; Electrode; Organic chemistry","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":[0.0005857637,0.00009611504,0.0002164527,0.00001647137,0.00006253818,0.00002423793,0.0003916196,0.00008043503,0.00007412981],"category_scores_gemma":[0.0003224683,0.00006575574,0.0001520432,0.0001888743,0.0001189561,0.0001692585,0.00006784598,0.0001689647,0.000001580182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001221541,"about_ca_system_score_gemma":0.00006063964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001331997,"about_ca_topic_score_gemma":3.095096e-7,"domain_scores_codex":[0.9988145,0.00007319856,0.0004477066,0.0001033261,0.0003852704,0.0001760276],"domain_scores_gemma":[0.9988797,0.00009867534,0.0005369902,0.0001771249,0.0002512633,0.00005627494],"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":[0.00002527099,0.00002692346,0.0002387154,0.00001363179,0.000009664203,3.525987e-8,0.0001686397,0.0005237093,0.9980604,0.0001105634,0.0006827792,0.0001396803],"study_design_scores_gemma":[0.0001693167,0.0001180079,0.00002360244,0.00004303551,0.00002115655,0.00001431353,0.00003547931,0.0005041454,0.9970335,0.001326321,0.0006395595,0.00007151413],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3825067,0.00003355488,0.6165027,0.0003968101,0.0001800062,0.0001291874,0.000001604612,0.00001771863,0.0002317407],"genre_scores_gemma":[0.6517912,0.00001815001,0.3476562,0.000326241,0.0001650144,0.00000207207,6.137515e-7,0.000009437091,0.0000310088],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2692845,"threshold_uncertainty_score":0.2681441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009096320831317605,"score_gpt":0.2602828079877043,"score_spread":0.2511864871563866,"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."}}