{"id":"W4387532368","doi":"10.1016/j.jeurceramsoc.2023.10.017","title":"High speed impact and solid-state deposition of alumina particles: A molecular dynamics study","year":2023,"lang":"en","type":"article","venue":"Journal of the European Ceramic Society","topic":"Particle Dynamics in Fluid Flows","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Alliance de recherche numérique du Canada","keywords":"Materials science; Molecular dynamics; Deposition (geology); Substrate (aquarium); Chemical physics; Nanoparticle; Plasticity; Adhesion; Crystal (programming language); Nanotechnology; Dynamics (music); Nanoscopic scale; Composite material; Chemical engineering; Chemistry; Computational chemistry; Physics; Geology","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":[0.0001314889,0.000294952,0.0003585279,0.0002670455,0.0005111761,0.0005192272,0.0004207264,0.0004196337,0.002479847],"category_scores_gemma":[0.0003937067,0.000240279,0.0003678688,0.0002745214,0.0004739442,0.0005764211,0.0002885993,0.000499914,0.000186065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006116224,"about_ca_system_score_gemma":0.0004264818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003767949,"about_ca_topic_score_gemma":0.001899049,"domain_scores_codex":[0.999907,0.000006224531,0.000002849928,0.00001620401,0.00003828313,0.00002936624],"domain_scores_gemma":[0.9998357,0.00008322822,0.00002397158,0.00001486481,0.00002251153,0.0000196125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001900304,0.0007993038,0.01053934,0.0003583039,0.0002314898,0.0008962404,0.0008660184,0.09611892,0.8641354,0.009406203,0.0009656462,0.01378293],"study_design_scores_gemma":[0.0002845097,0.001056451,0.04629185,0.00001573391,0.00007488881,0.0002887631,0.0005023907,0.5760178,0.3712609,0.001335954,0.002779734,0.00009097576],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979028,0.00015982,0.0007084021,0.00004313732,0.000008666286,0.000008138521,0.00004199197,0.00001226425,0.001114758],"genre_scores_gemma":[0.9991111,0.0001187572,0.0003048487,0.000006201671,0.000003548888,0.000004616992,0.00005662225,0.000004714776,0.0003894863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003767949,"threshold_uncertainty_score":0.008295953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008787228820995582,"score_gpt":0.248474077499192,"score_spread":0.2396868486781964,"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."}}