{"id":"W4393044298","doi":"10.1063/5.0197386","title":"A closer examination of the nature of atomic motion in the interfacial region of crystals upon approaching melting","year":2024,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Melting point; Chemical physics; Relaxation (psychology); Collective motion; Molecular dynamics; Melting-point depression; Condensed matter physics; Physics; Materials science; Classical mechanics; Quantum mechanics","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":[0.0001012787,0.0001080911,0.0001760817,0.0005313124,0.0003328066,0.0004334379,0.0002461303,0.0002715851,0.003207102],"category_scores_gemma":[0.0004439665,0.0001164698,0.0001910511,0.0003262864,0.0003577213,0.000417531,0.0002674043,0.0006215098,0.000169975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002960573,"about_ca_system_score_gemma":0.0001937253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00310517,"about_ca_topic_score_gemma":0.002285114,"domain_scores_codex":[0.9999595,0.000003617351,0.00000160815,0.000008554398,0.00001293913,0.0000137788],"domain_scores_gemma":[0.9998471,0.00005190042,0.00002914692,0.00001303398,0.00002859412,0.00003021884],"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":[0.0005827444,0.0003025873,0.06661826,0.0002054323,0.00007712988,0.001562799,0.003397797,0.0714485,0.8146276,0.01644902,0.00167959,0.02304849],"study_design_scores_gemma":[0.00003637446,0.000420326,0.3412823,0.0000618924,0.00004009931,0.0006276016,0.002674838,0.5408359,0.1046957,0.004099566,0.005153875,0.00007154272],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959173,0.0001027953,0.001337319,0.00009556911,0.000005377165,0.000005622503,0.0001217819,0.00004296207,0.00237133],"genre_scores_gemma":[0.9980269,0.0001132538,0.0008075552,0.00002345298,0.000003028606,0.000005074506,0.0001549727,0.00001651539,0.0008492803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003207102,"threshold_uncertainty_score":0.01072878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01726151208289394,"score_gpt":0.2412305955921691,"score_spread":0.2239690835092751,"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."}}