{"id":"W4362587776","doi":"10.1021/acs.jpcc.2c07776","title":"Sintering Rate of Nickel Nanoparticles by Molecular Dynamics","year":2023,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry C","topic":"nanoparticles nucleation surface interactions","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Government of Ontario; University of Toronto; Canada Foundation for Innovation; Ontario Research Foundation","keywords":"Sintering; Agglomerate; Crystallinity; Materials science; Nanoparticle; Nickel; Chemical engineering; Phase (matter); Particle size; Molecular dynamics; Atomic diffusion; Diffusion; Particle (ecology); Nanotechnology; Metallurgy; Composite material; Thermodynamics; Crystallography; Computational chemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002129344,0.0004669965,0.0004055894,0.0004330883,0.0003359357,0.0004144824,0.0006409999,0.0005992385,0.001377375],"category_scores_gemma":[0.0005731854,0.0003251279,0.0004719236,0.0004407205,0.000349614,0.0005742452,0.000253875,0.0006344171,0.0001369163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001027135,"about_ca_system_score_gemma":0.0007005853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01004552,"about_ca_topic_score_gemma":0.005690117,"domain_scores_codex":[0.9999101,0.00001171143,0.000004837534,0.00002448548,0.00003204196,0.00001678255],"domain_scores_gemma":[0.9998232,0.00007390852,0.00003312952,0.00001730236,0.00003641589,0.00001601229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000273592,0.0002258272,0.005088821,0.0002089634,0.0001252748,0.0001734889,0.0002118048,0.9095351,0.06406625,0.008995173,0.001216671,0.009878965],"study_design_scores_gemma":[0.00001040017,0.00001216556,0.0003465357,0.000003123415,0.000004577452,0.000004270261,0.000004498293,0.9945568,0.004569054,0.000197884,0.0002841029,0.00000656716],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678968,0.0005427909,0.02329294,0.0002730892,0.00004627449,0.00004750758,0.0008385579,0.0004238414,0.00663813],"genre_scores_gemma":[0.9890296,0.0003427599,0.008747541,0.00003978063,0.000007594062,0.00008756143,0.0006688111,0.00006886297,0.001007637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01004552,"threshold_uncertainty_score":0.01997411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008399191379130044,"score_gpt":0.2318532482716691,"score_spread":0.2234540568925391,"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."}}