{"id":"W4406766588","doi":"10.1002/adma.202418344","title":"Nano‐Metal–Organic Frameworks Isolated in Mesoporous Structures","year":2025,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Metal-Organic Frameworks: Synthesis and Applications","field":"Chemistry","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada); University of Saskatchewan","funders":"Priority Academic Program Development of Jiangsu Higher Education Institutions; National Natural Science Foundation of China","keywords":"Materials science; Mesoporous material; Metal-organic framework; Dispersity; Nanoparticle; Nanotechnology; Carbonization; Chemical engineering; Nanocomposite; Adsorption; Carbon fibers; Nanostructure; Electrochemistry; Composite number; Electrode; Organic chemistry; Polymer chemistry; Catalysis; Composite material; Chemistry; Physical 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002069536,0.0002871922,0.0005280153,0.00009880369,0.0001094824,0.00008945004,0.000419302,0.0006028747,0.01204685],"category_scores_gemma":[0.0004948117,0.000269853,0.00006547134,0.0004016232,0.00006435651,0.000127178,0.0001298154,0.0003667845,0.00008376976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001105788,"about_ca_system_score_gemma":0.00006915422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002552649,"about_ca_topic_score_gemma":0.0000189323,"domain_scores_codex":[0.9982262,0.00004274021,0.0006467557,0.0005062766,0.0001845175,0.0003935256],"domain_scores_gemma":[0.9986876,0.0001958653,0.0001980514,0.0007844794,0.00007301737,0.0000610315],"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":[0.00004163364,0.00005941732,0.00003720685,0.00009059195,0.00004337622,0.000004264995,0.00004701577,0.00002824185,0.982435,0.01155014,0.0002170368,0.005446109],"study_design_scores_gemma":[0.0003614115,0.000006385956,0.0002204876,0.0001908175,0.00003799744,0.000004131198,0.00009690979,0.00001160005,0.9452502,0.04540139,0.00816867,0.0002500658],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883018,0.00109823,0.003517267,0.0005710886,0.0005535571,0.0002429173,0.00006483555,0.0002414183,0.005408943],"genre_scores_gemma":[0.9931941,0.0002496524,0.004098787,0.000400583,0.00009155551,0.0001204794,0.00004662594,0.00004722815,0.001751006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03718483,"threshold_uncertainty_score":0.9999754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006099205763676713,"score_gpt":0.2514861557259534,"score_spread":0.2453869499622767,"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."}}