{"id":"W2017988630","doi":"10.1002/fuce.200600027","title":"Optimisation of Manufacturing Parameters for an Ni–Ag Fuel Cell Electrode","year":2007,"lang":"en","type":"article","venue":"Fuel Cells","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ammonium bicarbonate; Materials science; Electrode; Sintering; Oxide; Metallurgy; Nickel oxide; Nickel; Chemical engineering; Composite material; Analytical Chemistry (journal); Chemistry; Chromatography","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":[],"consensus_categories":[],"category_scores_codex":[0.0003142783,0.0001813252,0.0002270432,0.0001047582,0.00002756571,0.00002763238,0.0001380606,0.0001814681,0.00006435884],"category_scores_gemma":[0.000003663037,0.0001761301,0.0000782849,0.00005662763,0.00002183657,0.000117755,0.00001236694,0.0001032993,0.00002686197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004585537,"about_ca_system_score_gemma":0.000008517847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002736497,"about_ca_topic_score_gemma":0.000008976025,"domain_scores_codex":[0.9989381,0.00001316843,0.000351178,0.000188085,0.0001183851,0.0003910933],"domain_scores_gemma":[0.9995053,0.00006793778,0.00007425287,0.0002275192,0.00003010545,0.00009491818],"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":[0.00006966354,0.00006579128,0.000005921617,0.003705757,0.00004334068,0.000003531092,0.000515371,0.1460902,0.8478708,0.00001144581,0.0008759668,0.0007421901],"study_design_scores_gemma":[0.0004437555,0.0001262514,0.00004055007,0.00001825016,0.00003404007,0.000001702104,0.00005807884,0.002961022,0.9886411,0.0004726848,0.006988439,0.0002141367],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572172,0.001836412,0.004514775,0.000009048988,0.00168804,0.0005534356,0.00003315582,0.0002554136,0.03389253],"genre_scores_gemma":[0.9808908,0.0009344261,0.01754224,0.00002324157,0.0001098734,0.000009971298,0.00004099634,0.00006321223,0.0003852136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1431292,"threshold_uncertainty_score":0.7182379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01140375670977254,"score_gpt":0.212670780278886,"score_spread":0.2012670235691135,"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."}}