{"id":"W1988163613","doi":"10.1080/14786430500367347","title":"Dynamic dislocation–defect analysis","year":2006,"lang":"en","type":"article","venue":"The Philosophical Magazine A Journal of Theoretical Experimental and Applied Physics","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; General Motors of Canada","keywords":"Flow stress; Burgers vector; Work hardening; Materials science; Dislocation; Strain rate; Mechanics; Slip (aerodynamics); Work (physics); Hardening (computing); Plasticity; Aluminium; Thermodynamics; Mathematics; Physics; Composite material; Microstructure","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":[0.0002089795,0.0003739551,0.000411439,0.002267301,0.0003638318,0.0006759926,0.001071174,0.0004533347,0.01447487],"category_scores_gemma":[0.0004647685,0.0002607986,0.0004574201,0.001425958,0.0003136685,0.0009262856,0.0006738369,0.0004826284,0.002428854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004300964,"about_ca_system_score_gemma":0.0003409281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001339426,"about_ca_topic_score_gemma":0.0009278225,"domain_scores_codex":[0.9997626,0.000008589873,0.00000801325,0.00006714065,0.0001059339,0.00004770207],"domain_scores_gemma":[0.9997649,0.00003369969,0.00002624399,0.00005537825,0.0001031452,0.00001678013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002883495,0.0003535645,0.01698674,0.0004931914,0.0001829437,0.0007078176,0.0004861605,0.1168662,0.4262264,0.08880297,0.01120139,0.3374043],"study_design_scores_gemma":[0.00001831238,0.0002578062,0.02464475,0.00002777432,0.00005297539,0.0009477563,0.0002862679,0.8136561,0.08389685,0.02565562,0.05044962,0.0001062178],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3152359,0.0008038367,0.6283289,0.0002077304,0.000124445,0.0003415633,0.004029408,0.003651616,0.04727658],"genre_scores_gemma":[0.9107879,0.0004200978,0.06148508,0.00007580067,0.00003516862,0.0002472314,0.003650759,0.0004410391,0.02285684],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01447487,"threshold_uncertainty_score":0.04842323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007210373367284939,"score_gpt":0.235726898690589,"score_spread":0.228516525323304,"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."}}