{"id":"W4407133272","doi":"10.1039/d4nr05019c","title":"Microwave-assisted synthesis of mesoporous high-entropy alloy and core–shell nanoparticles","year":2025,"lang":"en","type":"article","venue":"Nanoscale","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; University of Alberta","keywords":"Materials science; Alloy; Mesoporous material; Nanoparticle; Porosity; Nanotechnology; Chemical engineering; Metallurgy; Composite material; Catalysis; Chemistry; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005491474,0.0001727702,0.0003790316,0.00009772033,0.0001423741,0.00009841444,0.0004916906,0.00009149312,0.000237943],"category_scores_gemma":[0.0005538285,0.000151787,0.00004148937,0.0003337595,0.000605034,0.0001892356,0.0003041132,0.00004883343,0.00006662115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005071333,"about_ca_system_score_gemma":0.0001235697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001853889,"about_ca_topic_score_gemma":0.00003907474,"domain_scores_codex":[0.9983805,0.00005642656,0.0004574748,0.0004622336,0.0002942135,0.0003491301],"domain_scores_gemma":[0.9988606,0.0003087036,0.0001795926,0.0004467808,0.0001211671,0.0000831467],"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":[0.0000614094,0.00009467365,0.0006122396,0.0001618007,0.000006649439,0.000006342918,0.00008558053,0.000003863582,0.993134,0.004098126,0.0006434768,0.001091801],"study_design_scores_gemma":[0.000283525,0.00003810091,0.00362126,0.0001147693,0.00005081453,0.00001536316,0.0000788101,0.00005764081,0.9924632,0.002746069,0.0003833512,0.0001470913],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976119,0.0003472975,0.0001988258,0.0002420166,0.0007093381,0.0001775374,0.00005451772,0.00008283988,0.0005757205],"genre_scores_gemma":[0.9931539,0.0000412495,0.006063795,0.0001368941,0.00002418713,0.00002800419,0.000002242692,0.00001179894,0.0005379823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005864969,"threshold_uncertainty_score":0.6189695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01110742729168785,"score_gpt":0.2455573180339969,"score_spread":0.234449890742309,"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."}}