{"id":"W4244492023","doi":"10.22215/etd/2005-08564","title":"Testing a criterion for dislocation nucleation using molecular dynamics simulations of nano-indentation","year":2005,"lang":"en","type":"dissertation","venue":"","topic":"Metal and Thin Film Mechanics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Dislocation; Nucleation; Nano-; Nanoindentation; Materials science; Physics; Composite material; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001519451,0.0005250681,0.0008601926,0.001123408,0.001009897,0.001245831,0.001538166,0.001688362,0.002868474],"category_scores_gemma":[0.01068395,0.0003626508,0.0006628885,0.000483518,0.0008836111,0.00143472,0.0008477924,0.0008504571,0.0004511425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002229171,"about_ca_system_score_gemma":0.001955487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0121862,"about_ca_topic_score_gemma":0.008516133,"domain_scores_codex":[0.9995485,0.00007945933,0.00003365778,0.00007433745,0.0001781908,0.00008593929],"domain_scores_gemma":[0.9944869,0.003541035,0.0002991222,0.0003762166,0.001051556,0.0002452109],"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":[0.0003898829,0.0004121355,0.009960096,0.0003098557,0.00006873086,0.0002197383,0.0001769487,0.8804102,0.0366275,0.05243102,0.001771404,0.01722248],"study_design_scores_gemma":[0.00001129205,0.00002062718,0.0002169474,0.000005540147,0.000002149852,0.000004818764,0.00001055933,0.9954304,0.003423453,0.0007872384,0.00008148861,0.000005516348],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8731821,0.000429837,0.1093413,0.001191727,0.0002558133,0.0002629476,0.0005234277,0.0007945845,0.0140182],"genre_scores_gemma":[0.9723932,0.00009353606,0.02624753,0.00004769247,0.0000164035,0.00009978611,0.0001571295,0.0001566778,0.0007880151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0121862,"threshold_uncertainty_score":0.02423054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02201744643220791,"score_gpt":0.2767028261609915,"score_spread":0.2546853797287836,"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."}}