{"id":"W4319746335","doi":"10.1038/s41598-023-29274-9","title":"Novel application of sodium manganese oxide in removing acidic gases in ambient conditions","year":2023,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Gas Sensing Nanomaterials and Sensors","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Korea Institute of Construction Technology","keywords":"Manganese; Sodium; Manganese oxide; Inorganic chemistry; Environmental chemistry; Chemistry; Environmental science; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001273112,0.0002722906,0.0001375392,0.0001405767,0.0001308424,0.000201682,0.0003408083,0.0001956443,0.0003871696],"category_scores_gemma":[0.000099098,0.0001046308,0.0001793685,0.00009097323,0.0001972593,0.0002056698,0.000221202,0.0001888315,0.0001259132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000143574,"about_ca_system_score_gemma":0.0001386224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006461125,"about_ca_topic_score_gemma":0.001504504,"domain_scores_codex":[0.9999267,0.000007270191,0.000004257246,0.0000172558,0.00002920834,0.00001532212],"domain_scores_gemma":[0.9999578,0.000007129366,0.00001118071,0.000003669134,0.00001233915,0.000007744066],"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":[0.0000171146,0.000004420658,0.0001057662,0.00003619338,0.000001997829,0.00002886832,0.000007712839,0.00003652316,0.9986598,0.00005842778,0.00001550864,0.001027604],"study_design_scores_gemma":[0.00000396414,0.00008690075,0.0005739474,0.000002343404,0.000007132085,0.00009137779,0.00001746637,0.00108239,0.9966235,0.00002741226,0.001479685,0.000003977538],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840613,0.001885189,0.0113842,0.0001374089,0.00008726342,0.00002825589,0.00005469671,0.00009403813,0.002267644],"genre_scores_gemma":[0.9922392,0.0005978012,0.00559342,0.00003171241,0.00001284716,0.000008166961,0.00003153038,0.000007363761,0.001477869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006461125,"threshold_uncertainty_score":0.001295209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013520034204621,"score_gpt":0.2317582013007972,"score_spread":0.2182381670961762,"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."}}