{"id":"W4392146533","doi":"10.1016/j.matchemphys.2024.129068","title":"Atomistic details of grain, crack, and notch effect on the mechanical behavior and fracture mechanisms of monolayer silicon carbide","year":2024,"lang":"en","type":"article","venue":"Materials Chemistry and Physics","topic":"Advanced ceramic materials synthesis","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Materials science; Silicon carbide; Monolayer; Fracture (geology); Carbide; Grain boundary; Composite material; Metallurgy; Nanotechnology; Microstructure","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002435763,0.0003446742,0.0006955827,0.0004630726,0.0008821813,0.0006864701,0.001789224,0.001004534,0.005846894],"category_scores_gemma":[0.000560772,0.0004034745,0.0005827631,0.0003647279,0.0008997031,0.0005558229,0.0004778379,0.0007392679,0.00025246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001131619,"about_ca_system_score_gemma":0.000904939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01001764,"about_ca_topic_score_gemma":0.01320407,"domain_scores_codex":[0.9998405,0.00002130259,0.000005062276,0.00001256354,0.00005820587,0.00006238245],"domain_scores_gemma":[0.9997748,0.00007295502,0.00002496899,0.00005469021,0.00004148472,0.00003109727],"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":[0.001005554,0.000395444,0.008248614,0.0004728381,0.0002206929,0.001039782,0.0003813649,0.7967837,0.08451187,0.09506212,0.003667978,0.008210032],"study_design_scores_gemma":[0.00009837595,0.0001132511,0.007965223,0.0000151558,0.00003532463,0.0000601586,0.0001702759,0.9763618,0.003651786,0.01075089,0.0007427874,0.00003497354],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805187,0.0002244187,0.004241034,0.0003855513,0.00004854668,0.00002433477,0.0003756577,0.0001560297,0.01402576],"genre_scores_gemma":[0.9977077,0.00009400497,0.001283973,0.00004079628,0.00001078398,0.00001987609,0.0001338539,0.00004900925,0.0006599043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01001764,"threshold_uncertainty_score":0.01991862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008093944240314307,"score_gpt":0.2385757644182422,"score_spread":0.2304818201779278,"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."}}