{"id":"W4389100331","doi":"10.3390/met13121950","title":"Crystal Orientation and Dislocation Slip","year":2023,"lang":"en","type":"article","venue":"Metals","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Queen's University","funders":"","keywords":"Climb; Slip (aerodynamics); Crystal twinning; Dislocation; Confusion; Materials science; Dislocation creep; Crystallography; Geometry; Orientation (vector space); Lattice (music); Condensed matter physics; Psychology; Physics; Composite material; Mathematics; Microstructure; Chemistry; Acoustics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002149384,0.0000407175,0.00006217039,0.00002478528,0.00005774819,0.00004190744,0.0000387047,0.00002031775,0.0002280326],"category_scores_gemma":[0.00006055767,0.00002919073,0.00001130059,0.00008322654,0.00002298447,0.0001320297,0.00003310362,0.00001707014,0.0003863898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005456826,"about_ca_system_score_gemma":0.000005939647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001580852,"about_ca_topic_score_gemma":0.000007938784,"domain_scores_codex":[0.9995975,0.00002597053,0.00008751653,0.0001207087,0.00007938257,0.00008885924],"domain_scores_gemma":[0.9998407,0.00001604635,0.00002304768,0.00007633868,0.00001828904,0.00002554612],"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":[0.000004563256,0.000001831493,0.0000143783,0.000009715552,0.000001096822,3.284561e-7,0.0002418404,0.000006316724,0.9959186,0.001225021,0.0006578073,0.001918492],"study_design_scores_gemma":[0.0001005929,0.00002218636,0.001231645,0.000004440431,0.00000919871,0.000002572914,0.0001225071,0.000174468,0.9873296,0.003315649,0.007629645,0.00005749552],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979934,0.00008851985,0.001057825,0.0002235063,0.0002275103,0.00007249948,0.000005883983,0.00007950298,0.000251425],"genre_scores_gemma":[0.9980841,0.00001288077,0.000428118,0.0001023575,0.00005192579,0.000007972241,0.00001116738,0.000004495329,0.001297013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00858901,"threshold_uncertainty_score":0.4966389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02434097487083372,"score_gpt":0.2623377060000304,"score_spread":0.2379967311291966,"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."}}