{"id":"W2946066308","doi":"10.1016/j.actamat.2019.05.029","title":"Deformation kinetics and constitutive relation analyses of bifurcation in work-hardening of face-centred cubic metals at cryogenic temperatures","year":2019,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Flow stress; Plasticity; Thermodynamics; Work hardening; Dislocation; Strain rate; Kinetic energy; Hardening (computing); Atmospheric temperature range; Work (physics); Mechanics; Classical mechanics; Metallurgy; Composite material; Physics; 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":[0.0001447972,0.0001160321,0.000179044,0.0004557569,0.000296746,0.000290873,0.0003880434,0.0002604277,0.002587039],"category_scores_gemma":[0.000614599,0.0001872044,0.0002229265,0.000216528,0.0004846536,0.0003054366,0.0001533357,0.0003712247,0.0002235012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004230784,"about_ca_system_score_gemma":0.0002277682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002191814,"about_ca_topic_score_gemma":0.001970074,"domain_scores_codex":[0.9999419,0.00000753122,0.00000230674,0.00001215768,0.00002118342,0.00001489249],"domain_scores_gemma":[0.9997823,0.0001107896,0.00003386794,0.00002520371,0.00003622349,0.00001168553],"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":[0.0007631134,0.0002719649,0.01420765,0.0002227056,0.00003559064,0.0004706879,0.0009386563,0.1161386,0.8076964,0.03551159,0.001054306,0.02268864],"study_design_scores_gemma":[0.00001773183,0.00007497258,0.02588247,0.00001171393,0.000008787208,0.0001404132,0.0001472524,0.8565978,0.1122114,0.004121236,0.0007598257,0.00002650702],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990657,0.0001448839,0.006255483,0.00007246293,0.000006770162,0.00001335658,0.00006616273,0.00005536271,0.002728544],"genre_scores_gemma":[0.9988681,0.00002398161,0.0004674604,0.000003473882,0.000001126147,0.000004924225,0.00002552693,0.000009382542,0.0005960691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002587039,"threshold_uncertainty_score":0.008654535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03213953289182041,"score_gpt":0.2643794025469863,"score_spread":0.2322398696551659,"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."}}