{"id":"W6903105009","doi":"10.1021/jp2032302.s001","title":"Sintering Rate and Mechanism of TiO&lt;sub&gt;2&lt;/sub&gt; Nanoparticles by Molecular Dynamics","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics","funders":"","keywords":"Sintering; Nanoparticle; Particle (ecology); Molecular dynamics; Ion; Nanoscopic scale; Particle size; Component (thermodynamics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009068241,0.0002094212,0.0002757593,0.00006225256,0.00006364252,0.00005301072,0.0002116304,0.0001248329,0.009603453],"category_scores_gemma":[0.0001743968,0.0001681011,0.0001125726,0.0001263281,0.00001456775,0.0001588591,0.0001847592,0.00006380693,0.000558361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006617618,"about_ca_system_score_gemma":0.00002752975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001547922,"about_ca_topic_score_gemma":0.0001369746,"domain_scores_codex":[0.9987811,0.00007142055,0.0003119186,0.0003426831,0.0001869714,0.0003058536],"domain_scores_gemma":[0.9991691,0.00007774495,0.0001525436,0.0003822141,0.00009321592,0.0001252443],"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":[0.00001361845,0.00003129945,0.000003507445,0.00007332247,0.00005106972,0.00001687301,0.00006926709,0.00002196301,0.9877359,0.002055487,0.004139792,0.00578788],"study_design_scores_gemma":[0.0003984114,0.00006996455,0.00005590419,0.0005244137,0.00002485554,0.000005343286,0.0000140958,0.002915654,0.980025,0.0007374471,0.01498246,0.0002464654],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9474466,0.0007134282,0.0002383304,0.0001269219,0.00007872618,0.0003006117,0.04789699,0.0001333653,0.003064984],"genre_scores_gemma":[0.9944978,0.00002636587,0.00005283211,0.00007255175,0.00002436797,0.00006498093,0.004779582,0.00004941396,0.0004321177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04705115,"threshold_uncertainty_score":0.9913019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009531856931726855,"score_gpt":0.1965477994114079,"score_spread":0.1870159424796811,"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."}}