{"id":"W7008657667","doi":"","title":"Computational modelling of solid oxide fuel cells","year":2001,"lang":"en","type":"article","venue":"NPARC","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":[0.0002439987,0.0002982253,0.0007953691,0.0002483385,0.0005896889,0.001270018,0.001176287,0.001156584,0.01361957],"category_scores_gemma":[0.002167352,0.0002541998,0.0004103618,0.000449744,0.000379638,0.0009156626,0.0005759669,0.0005200236,0.001701011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005206803,"about_ca_system_score_gemma":0.0009897961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008640436,"about_ca_topic_score_gemma":0.005339945,"domain_scores_codex":[0.999833,0.0000475915,0.000006091369,0.00001694972,0.00007630295,0.00002003042],"domain_scores_gemma":[0.9995524,0.0001902088,0.00002599964,0.0000391664,0.0001469127,0.00004530195],"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":[0.00006702695,0.00002870257,0.0005886434,0.000107297,0.00002361752,0.0001019477,0.00002843488,0.965122,0.0005790248,0.01872442,0.006134433,0.008494397],"study_design_scores_gemma":[0.00003082658,0.00001510721,0.0002093259,0.00001571399,0.000006507129,0.00001465279,0.00002688824,0.9800203,0.0007873654,0.009061263,0.00980582,0.000006205346],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5373607,0.004014286,0.1200164,0.00975612,0.002605362,0.0003051426,0.006592161,0.0007893272,0.3185605],"genre_scores_gemma":[0.9290944,0.001897341,0.0145441,0.0002182619,0.0002204509,0.0001689825,0.002478725,0.0002595627,0.0511181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01361957,"threshold_uncertainty_score":0.04556203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03289786719002623,"score_gpt":0.2789703426304931,"score_spread":0.2460724754404668,"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."}}