{"id":"W1977460981","doi":"10.1016/j.msea.2014.03.046","title":"Influence of pre-strain on de-twinning activity in an extruded AM30 magnesium alloy","year":2014,"lang":"en","type":"article","venue":"Materials Science and Engineering A","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Crystal twinning; Materials science; Slip (aerodynamics); Strain hardening exponent; Extrusion; Hardening (computing); Compressive strength; Composite material; Compression (physics); Magnesium alloy; Plasticity; Alloy; Metallurgy; Microstructure; Thermodynamics; Physics","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":[0.001681675,0.0001351539,0.0001964654,0.0001332497,0.000105669,0.0001584596,0.0003661197,0.00004765495,0.00003954146],"category_scores_gemma":[0.0002039695,0.0001186048,0.000009949664,0.0002690612,0.0002130884,0.0004673967,0.00009155866,0.00005186987,0.000006719436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004128565,"about_ca_system_score_gemma":0.00005816378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002537542,"about_ca_topic_score_gemma":0.000008737528,"domain_scores_codex":[0.9987515,0.00004031094,0.0002209074,0.0003512329,0.0002621776,0.0003738671],"domain_scores_gemma":[0.9994095,0.00003791752,0.00006914992,0.0003071831,0.00006509939,0.0001111796],"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":[0.00002347729,0.00003107995,0.0002586833,0.00008778663,1.950265e-7,5.611036e-7,0.0002557771,0.03471607,0.9632844,0.001034137,8.58008e-7,0.0003069231],"study_design_scores_gemma":[0.0001280649,0.0001427416,0.1628891,0.00003837053,0.000002623156,0.000003316459,0.00001683513,0.01055208,0.8259763,0.00005611723,0.00005170314,0.0001427136],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992856,0.000004271098,0.0002498168,0.00009369008,0.00008056333,0.0001488498,0.00001223301,0.00006350076,0.00006149448],"genre_scores_gemma":[0.9986264,0.00000216578,0.001185143,0.00006037382,0.00004576846,0.00005255454,6.94912e-7,0.00001117892,0.00001571965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1626304,"threshold_uncertainty_score":0.4836565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009829806267256056,"score_gpt":0.227152802172559,"score_spread":0.217322995905303,"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."}}