{"id":"W612273054","doi":"","title":"New generation or universal fuel cell system? R&D for intermediate temperature solid oxide fuel cells (ITSOFCs)","year":2001,"lang":"en","type":"article","venue":"Journal of New Materials for Electrochemical Systems","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flexibility (engineering); Bottleneck; Fuel cells; Economic shortage; Process engineering; Computer science; Nanotechnology; Materials science; Engineering; Embedded system; Chemical engineering","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":[0.001299262,0.0005629295,0.0006174992,0.0006790387,0.0005906389,0.002068661,0.001289069,0.001718421,0.01979291],"category_scores_gemma":[0.0005561636,0.0001948627,0.0006995435,0.001016118,0.0006716228,0.005272709,0.00140429,0.001312159,0.01146913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001379174,"about_ca_system_score_gemma":0.00175997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001483554,"about_ca_topic_score_gemma":0.001130598,"domain_scores_codex":[0.9991714,0.00008196399,0.00003329727,0.0002764473,0.0002784107,0.0001585287],"domain_scores_gemma":[0.9995967,0.00002395237,0.0000427643,0.00005829838,0.0001912283,0.00008705898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002733612,0.0001858656,0.001770049,0.002680572,0.00007571698,0.0003713898,0.0001799969,0.001433305,0.1139282,0.1779207,0.1070861,0.5940948],"study_design_scores_gemma":[0.00002807372,0.0003259145,0.0007922216,0.0001544729,0.00003910756,0.0005505661,0.00009442632,0.001650344,0.02745393,0.01178611,0.9570903,0.0000344798],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08346506,0.2600789,0.1988657,0.06802237,0.01992763,0.000964682,0.005503714,0.007915773,0.3552562],"genre_scores_gemma":[0.3166824,0.1653802,0.2368679,0.0206793,0.004590438,0.0006322283,0.007111242,0.0007464917,0.2473097],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01979291,"threshold_uncertainty_score":0.06621391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01662174724084053,"score_gpt":0.2670496728154839,"score_spread":0.2504279255746433,"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."}}