{"id":"W3039294020","doi":"10.31613/ceramist.2020.23.2.01","title":"Development and application of ex-solution nanocatalyst","year":2020,"lang":"en","type":"article","venue":"Ceramist","topic":"Electronic and Structural Properties of Oxides","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Computer science","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":[0.00004667427,0.00004449706,0.00007056298,0.000005507395,0.00005390064,0.00001252157,0.00007044829,0.00001856161,0.00002332794],"category_scores_gemma":[0.0000136316,0.00003559969,0.000007915061,0.00003337134,0.00005978845,0.00005847267,0.00003016061,0.00002303975,0.00002537651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001864047,"about_ca_system_score_gemma":0.00002593076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002000951,"about_ca_topic_score_gemma":0.000004618023,"domain_scores_codex":[0.9996101,0.000006566321,0.0001139275,0.0001178295,0.00006928836,0.00008228882],"domain_scores_gemma":[0.9998394,0.000004752803,0.00004274545,0.00005638347,0.0000207407,0.00003593684],"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":[0.00001423803,0.000002523793,0.00006742264,0.00003795804,0.000001634351,1.230388e-7,0.0003422879,0.000004299986,0.9823384,0.0006413646,0.00006194809,0.01648782],"study_design_scores_gemma":[0.000102075,0.00002434608,0.002075187,0.000004628576,0.000003359688,0.000001591248,0.00005782978,0.000650088,0.9907251,0.000100053,0.006193292,0.00006247683],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960319,0.0003507354,0.002254121,0.0003964691,0.00001718601,0.00006414385,0.000001271152,0.00002526946,0.0008588536],"genre_scores_gemma":[0.9966626,0.00000546636,0.003162459,0.0000820643,0.00002099324,0.000003536585,0.000005888849,0.000003126592,0.00005383222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01642534,"threshold_uncertainty_score":0.1451713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01506154842596182,"score_gpt":0.2144679896355355,"score_spread":0.1994064412095737,"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."}}