{"id":"W2055075678","doi":"10.1007/s11144-010-0147-5","title":"Ozonation of oxalic acid catalyzed by ion-exchanged montmorillonite in moderately acidic media","year":2010,"lang":"en","type":"article","venue":"Reaction Kinetics Mechanisms and Catalysis","topic":"Layered Double Hydroxides Synthesis and Applications","field":"Materials Science","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Oxalic acid; Montmorillonite; Catalysis; Chemistry; Oxalate; Adsorption; Inorganic chemistry; Ozone; Ion; Ion exchange; Nuclear chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003333403,0.0001673891,0.0002861238,0.0001867278,0.00008745772,0.00005484663,0.0001563563,0.0001580929,0.0001590709],"category_scores_gemma":[0.00007334685,0.0001553782,0.00005989618,0.0003553455,0.00008213415,0.0002049161,0.00004988503,0.0001348681,0.000023173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003463202,"about_ca_system_score_gemma":0.00001902648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008389453,"about_ca_topic_score_gemma":0.0009227854,"domain_scores_codex":[0.9986777,0.00003391614,0.0004038436,0.0003683315,0.0003080695,0.0002080877],"domain_scores_gemma":[0.9990503,0.00006344677,0.0003127992,0.0003584449,0.0001106494,0.0001043927],"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":[0.00001596519,0.0001519198,0.000006075271,0.00001451714,0.000008176998,6.465731e-7,0.000206906,0.00001864806,0.9920796,0.003787576,0.00001859859,0.003691442],"study_design_scores_gemma":[0.0003154981,0.00002168788,0.0002707704,0.00001002451,0.00005811676,0.000008803608,0.0001745103,0.001509006,0.9941072,0.003016788,0.0003430954,0.0001644354],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872615,0.0001376754,0.01157864,0.0002966504,0.0002323913,0.0001896927,0.00008989942,0.00004291667,0.0001706129],"genre_scores_gemma":[0.9967121,0.0001980996,0.002633893,0.00001841502,0.00004715169,0.00009536887,0.0002222388,0.00002055799,0.00005217944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009450573,"threshold_uncertainty_score":0.633614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01007536892473943,"score_gpt":0.2206835359017834,"score_spread":0.210608166977044,"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."}}