{"id":"W2624713077","doi":"10.1016/j.jeurceramsoc.2017.05.057","title":"Novel coalescence-driven grain-growth mechanism during annealing/spark plasma sintering of NiO nanocrystals","year":2017,"lang":"en","type":"article","venue":"Journal of the European Ceramic Society","topic":"ZnO doping and properties","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia","keywords":"Spark plasma sintering; Materials science; Microstructure; Annealing (glass); Non-blocking I/O; Grain growth; Sintering; Nanocrystal; Coalescence (physics); Metallurgy; Nanotechnology","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":[0.001464171,0.000178796,0.000328405,0.0000258536,0.0007564554,0.0002602039,0.001540854,0.00004674874,0.00002321668],"category_scores_gemma":[0.0002994218,0.0001167779,0.0004254368,0.00004443608,0.0002940563,0.0003102433,0.0005377039,0.000296503,0.00001387345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008157962,"about_ca_system_score_gemma":0.00006650454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003506467,"about_ca_topic_score_gemma":0.000002599603,"domain_scores_codex":[0.9983155,0.0002183382,0.0005918294,0.0001798594,0.0004065451,0.0002879395],"domain_scores_gemma":[0.9977236,0.00004701213,0.001412787,0.0005016106,0.0002361776,0.00007884866],"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":[0.00003815173,0.00003330461,0.0006034733,0.0001048644,0.00004761352,0.000008581982,0.002450733,0.0009847271,0.9948909,0.000061554,0.0007034283,0.00007265514],"study_design_scores_gemma":[0.001455609,0.0001358389,0.01659248,0.001570871,0.0000776257,0.0004329095,0.0009086085,0.002507282,0.9753241,0.0002461296,0.0004518278,0.0002967269],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951856,0.00006998252,0.0006304453,0.0005515797,0.00196885,0.0000817384,0.00001809872,0.00002278914,0.001470985],"genre_scores_gemma":[0.9957076,0.000119088,0.00293036,0.000079463,0.000474152,3.554329e-7,1.984314e-7,0.00003729439,0.0006514984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01956682,"threshold_uncertainty_score":0.581812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02736015826658805,"score_gpt":0.2367694152415913,"score_spread":0.2094092569750033,"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."}}