{"id":"W4415515509","doi":"10.1016/j.inoche.2025.115689","title":"Design and modification of zirconium-based MOFs through ionic interactions for catalytic applications","year":2025,"lang":"en","type":"article","venue":"Inorganic Chemistry Communications","topic":"Metal-Organic Frameworks: Synthesis and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"Ferdowsi University of Mashhad","keywords":"Catalysis; Ionic liquid; Ionic bonding; Lewis acids and bases; Heterogeneous catalysis; Reaction conditions","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":[0.00009313465,0.0002212761,0.0001793519,0.0001397899,0.0001185107,0.0002899222,0.0004979928,0.0002672503,0.0005743169],"category_scores_gemma":[0.0001586922,0.0001194644,0.0002534239,0.0001376086,0.0001243726,0.0002171302,0.000203168,0.0002312118,0.0002175809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002635261,"about_ca_system_score_gemma":0.0001458669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005073037,"about_ca_topic_score_gemma":0.001153312,"domain_scores_codex":[0.9999293,0.000004529433,0.000004835311,0.00001367006,0.0000197843,0.00002782551],"domain_scores_gemma":[0.99997,0.000004354146,0.000009630579,0.00000395317,0.000006550858,0.000005527371],"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":[0.00008896797,0.00002952453,0.0002879408,0.0001286252,0.00002146317,0.00005822722,0.00002093868,0.0009706152,0.9876499,0.001128571,0.0001912071,0.009424062],"study_design_scores_gemma":[0.00001396006,0.0001261567,0.000642338,0.000004883809,0.00001569552,0.00008486125,0.00001543291,0.002932298,0.9901353,0.00008894477,0.005929566,0.00001067365],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760576,0.001510231,0.01795966,0.0001092039,0.00005654107,0.00006524902,0.000195403,0.0002535735,0.003792636],"genre_scores_gemma":[0.9895667,0.0005941719,0.008110835,0.0000329721,0.000007641524,0.0000353534,0.0001217212,0.00002487883,0.001505631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005743169,"threshold_uncertainty_score":0.001921296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0401286228969541,"score_gpt":0.3049661881561144,"score_spread":0.2648375652591602,"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."}}