{"id":"W2321810702","doi":"10.1021/jp203155z","title":"A Novel Method to Improve Crystallinity of Supported Nanoparticles Using Low Melting Point Metals","year":2011,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry C","topic":"nanoparticles nucleation surface interactions","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Crystallinity; Materials science; Nanoparticle; Annealing (glass); Doping; High-resolution transmission electron microscopy; Chemical engineering; Melting point; Mercury (programming language); Nanocomposite; Nanotechnology; Composite material; Transmission electron microscopy; Computer science","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":[0.000124724,0.0003441042,0.0002576239,0.000288817,0.0001953704,0.0002401656,0.0004222131,0.0004225766,0.0005828536],"category_scores_gemma":[0.0001801077,0.0002281997,0.000267754,0.0001634027,0.0002341686,0.0002923161,0.0002269202,0.0006337838,0.0002460301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002700478,"about_ca_system_score_gemma":0.0002149845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004845606,"about_ca_topic_score_gemma":0.001102176,"domain_scores_codex":[0.9998683,0.000009369714,0.000009723238,0.00003241057,0.00006275965,0.00001732544],"domain_scores_gemma":[0.9998986,0.00002196997,0.00002440717,0.00002101986,0.00002458943,0.000009406815],"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":[0.00000986213,0.000009826005,0.00004159717,0.00003757236,0.000002697332,0.00001980109,0.00001327493,0.00005097716,0.9971711,0.0001115431,0.00002695358,0.002504781],"study_design_scores_gemma":[0.000003472667,0.00002960873,0.000122698,0.000001007259,0.000002747501,0.00004580553,0.000002993072,0.0005783039,0.998391,0.00001510953,0.0008046938,0.0000026056],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8662053,0.003915437,0.1238758,0.0003977078,0.0001677846,0.0001664779,0.0001942187,0.0009187303,0.004158437],"genre_scores_gemma":[0.9376857,0.0009845509,0.05721331,0.00008306863,0.00002536881,0.00007637774,0.0001217269,0.00007188717,0.003737943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005828536,"threshold_uncertainty_score":0.001959383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04612317707385191,"score_gpt":0.2908335377638767,"score_spread":0.2447103606900248,"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."}}