{"id":"W4399661035","doi":"10.1021/acs.nanolett.4c01442","title":"Interrogation of 3d Transition Bimetallic Nanocrystal Nucleation and Growth Using <i>In Situ</i> Electron Microscope and Synchrotron X-ray Techniques","year":2024,"lang":"en","type":"article","venue":"Nano Letters","topic":"nanoparticles nucleation surface interactions","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada); University of Saskatchewan","funders":"National Key Research and Development Program of China; Fujian Institute of Research on the Structure of Matter; Chinese Academy of Sciences; National Science and Technology Council; National Natural Science Foundation of China","keywords":"Bimetallic strip; Nanocrystal; Nucleation; Materials science; Synchrotron; Nanostructure; Nanotechnology; Chemical physics; In situ; Transmission electron microscopy; Chemical engineering; Electron microscope; Crystallography; Chemistry; Optics; Metallurgy; Metal; Physics; 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":[0.0001703263,0.0001028156,0.000119568,0.0002346869,0.00005362632,0.00008559204,0.00003965825,0.00004867651,0.00006327703],"category_scores_gemma":[0.00000671348,0.0001001583,0.00002404187,0.0002699863,0.00009326419,0.0006681355,0.000004719309,0.00008838387,0.000007730919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002919561,"about_ca_system_score_gemma":0.0000210261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008394324,"about_ca_topic_score_gemma":0.0004330108,"domain_scores_codex":[0.9992095,0.00007096997,0.0002298272,0.0002188749,0.0001198919,0.000150944],"domain_scores_gemma":[0.999773,0.00006523597,0.00004921974,0.0000586717,0.00002112488,0.00003279846],"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":[0.00003027122,0.000008243204,0.00277323,0.0000552464,0.00001010764,0.00000357142,0.000722151,0.0002428041,0.9921973,0.00001672215,0.00002882876,0.003911512],"study_design_scores_gemma":[0.0002926754,0.0002272567,0.0326167,0.0003646693,0.00006044885,0.00005748152,0.0003404156,0.01548565,0.9497641,0.00008729236,0.0004548515,0.0002485056],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997094,0.0003442875,0.001265511,0.0008631038,0.00009114687,0.0001921636,0.0000189269,0.00005871165,0.00007217729],"genre_scores_gemma":[0.9960506,0.00005290501,0.003588664,0.0002441505,0.00002313373,0.000001355384,0.00002612868,0.000007040267,0.000006011319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04243326,"threshold_uncertainty_score":0.4084337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007455478771958351,"score_gpt":0.226888430890773,"score_spread":0.2194329521188146,"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."}}