{"id":"W4385144038","doi":"10.1093/micmic/ozad067.941","title":"Phase Imaging Annihilation of Dislocation at Crystal Surface","year":2023,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"High Temperature Alloys and Creep","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Materials science; Dislocation; Annihilation; Crystal (programming language); Phase (matter); Surface (topology); Crystallography; Condensed matter physics; Composite material; Geometry; Physics; Chemistry; Nuclear physics; Computer science","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":[0.0001237001,0.0001956062,0.0001264051,0.0003197262,0.000186503,0.0003730985,0.000377252,0.0003042,0.002466118],"category_scores_gemma":[0.0002381395,0.0001997689,0.0001029255,0.0002060408,0.0002549279,0.0003815017,0.0002449055,0.0003986092,0.0002111957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002307143,"about_ca_system_score_gemma":0.0001953013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003624159,"about_ca_topic_score_gemma":0.0006657382,"domain_scores_codex":[0.9999343,0.000009423772,0.000002190671,0.00001691565,0.00002000429,0.00001716106],"domain_scores_gemma":[0.9998544,0.00003870348,0.00002941843,0.00001699834,0.00004634052,0.00001405558],"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":[0.00008142897,0.00001448824,0.0004148266,0.00002332174,0.000002240842,0.00006379413,0.0000336497,0.00006832236,0.9962826,0.0008707985,0.00006942249,0.002074969],"study_design_scores_gemma":[0.00001759898,0.00007451354,0.002790693,0.000004655813,0.000004718319,0.0003099787,0.00005036144,0.005064358,0.9904588,0.0002437924,0.0009756876,0.000004796591],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744431,0.0004462935,0.01989293,0.0001413205,0.0000284449,0.00001960211,0.0001105834,0.0001022246,0.004815518],"genre_scores_gemma":[0.9842002,0.0001541768,0.0116228,0.00004430691,0.0000116679,0.00001665321,0.00008969819,0.00003979168,0.00382067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002466118,"threshold_uncertainty_score":0.008249938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0052385674433673,"score_gpt":0.2439956705285725,"score_spread":0.2387571030852052,"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."}}