{"id":"W7027408461","doi":"","title":"Computational performance modelling of detailed SOFC electrodes","year":2013,"lang":"en","type":"other","venue":"NPARC","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electrode; Work (physics); Noise (video); Power (physics)","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":[0.0003903984,0.0007406659,0.001211336,0.0004214539,0.0006441637,0.001197252,0.001716556,0.001615015,0.01097462],"category_scores_gemma":[0.002004872,0.0005295209,0.0009991665,0.0007516791,0.0005749256,0.0009790905,0.0006841844,0.0009880606,0.001118758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001125001,"about_ca_system_score_gemma":0.001321379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01622779,"about_ca_topic_score_gemma":0.006759111,"domain_scores_codex":[0.9997935,0.00004226614,0.000007226045,0.00002449863,0.00008816567,0.00004431634],"domain_scores_gemma":[0.9993899,0.0003348534,0.00003145193,0.0000632388,0.0001374266,0.00004303522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001787233,0.00000869393,0.0001211117,0.00001981359,0.000007106526,0.00002552249,0.000008291764,0.9961157,0.0001896476,0.001841158,0.0005774536,0.001067633],"study_design_scores_gemma":[0.000008743145,0.000007159834,0.00007336005,0.000004176696,0.000002374111,0.000005891198,0.000004894849,0.9979405,0.0001721481,0.001284194,0.00049338,0.000003138381],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4402207,0.002473507,0.2838923,0.003615623,0.0005940092,0.0002538128,0.008693366,0.001525765,0.2587309],"genre_scores_gemma":[0.9606584,0.0006569203,0.01567496,0.0001770091,0.00009361297,0.0002255431,0.001859004,0.0003109055,0.02034382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01622779,"threshold_uncertainty_score":0.03671372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008370213273355055,"score_gpt":0.213393903257755,"score_spread":0.2050236899844,"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."}}