{"id":"W4405443263","doi":"10.1021/acsestengg.4c00654","title":"Role of the TiO<sub>2</sub> Crystalline Phase in Pt-TiO<sub>2</sub> for Thermocatalytic Mineralization of Gaseous Acetaldehyde","year":2024,"lang":"en","type":"article","venue":"ACS ES&T Engineering","topic":"Catalysis and Oxidation Reactions","field":"Chemical Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"123 Certification (Canada)","funders":"National Research Foundation of Korea; Ministry of Education; Yonsei University","keywords":"Acetaldehyde; Mineralization (soil science); Materials science; Chemical engineering; Gas phase; Phase (matter); Mineralogy; Inorganic chemistry; Chemistry; Physical chemistry; Organic chemistry; Engineering","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":[0.0001778298,0.0002480455,0.0003359038,0.0002760412,0.00003450618,0.00003279883,0.0002215391,0.0001318866,0.000006624632],"category_scores_gemma":[0.0002096184,0.0002218278,0.0002379863,0.0008100873,0.00003467844,0.0002162723,0.00006579411,0.0002118372,0.000005272956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001170171,"about_ca_system_score_gemma":0.00004321038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002148955,"about_ca_topic_score_gemma":0.00003317879,"domain_scores_codex":[0.9985627,0.00001090712,0.0006053241,0.0002918844,0.0002435507,0.000285639],"domain_scores_gemma":[0.9991401,0.0001968237,0.0001102309,0.0003917369,0.00009401831,0.00006704173],"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":[0.00001112539,0.00008170615,0.000008783769,0.0002759342,0.000072576,0.000001502986,0.0001890776,0.213691,0.7816786,0.001657102,0.00003595759,0.002296667],"study_design_scores_gemma":[0.0004127401,0.00001751973,0.00008470255,0.0002156413,0.00008121695,0.000007207929,0.00003785091,0.3391571,0.6595237,0.00004961856,0.0002652879,0.0001474536],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690399,0.0007305813,0.02934796,0.00006735443,0.0001678363,0.000353073,0.00008148926,0.0001489743,0.00006285594],"genre_scores_gemma":[0.9992256,0.00008519296,0.0001228454,0.00001078929,0.000136263,0.00009846858,0.0002088229,0.00007659104,0.0000354437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1254661,"threshold_uncertainty_score":0.9045874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006784220343449027,"score_gpt":0.2231514150473818,"score_spread":0.2163671947039328,"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."}}