{"id":"W4391815130","doi":"10.1002/cjce.25177","title":"Structural modulation of ionic liquids as efficient catalysts for esterification reaction","year":2024,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Chemical Synthesis and Reactions","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Catalysis; Ionic liquid; Chemistry; Acetic acid; Corrosion; Yield (engineering); Activation energy; Imidazole; Transesterification; Inorganic chemistry; Organic chemistry; Nuclear chemistry; Materials science; Metallurgy","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":[0.0001956598,0.0004972879,0.0002038798,0.0003257705,0.0001141895,0.0003285132,0.0004079593,0.0003073675,0.000699127],"category_scores_gemma":[0.0003049995,0.0001903425,0.0002072668,0.0002448481,0.0002413441,0.0004114464,0.0002848504,0.0003365306,0.0002829341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002903753,"about_ca_system_score_gemma":0.0001568311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003955446,"about_ca_topic_score_gemma":0.0006575258,"domain_scores_codex":[0.9998415,0.00003126826,0.00001939431,0.00002299143,0.00004872619,0.00003613809],"domain_scores_gemma":[0.9999043,0.00001885923,0.00003535108,0.000005342317,0.00002195643,0.00001419383],"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":[0.0000621306,0.00001366085,0.00008056446,0.00005398247,0.000004598313,0.00003152484,0.00001006523,0.0001005092,0.9975519,0.0001341236,0.00003174077,0.001925289],"study_design_scores_gemma":[0.000006139562,0.00004700451,0.00009183081,0.000002497472,0.000007104826,0.00001966994,0.000005710021,0.0006334559,0.9985097,0.00001221608,0.0006617076,0.000002766067],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860312,0.002431921,0.008721341,0.0001249831,0.00005458733,0.00004094981,0.0001166712,0.0001468033,0.002331575],"genre_scores_gemma":[0.9934494,0.0009397678,0.004453976,0.00004594707,0.00001341357,0.0000259596,0.0001012949,0.00003245065,0.000937791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000699127,"threshold_uncertainty_score":0.002338827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01024376693661643,"score_gpt":0.2179785050836654,"score_spread":0.207734738147049,"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."}}