{"id":"W2314025514","doi":"10.1021/mz500754b","title":"Plastic Deformation Mechanisms of Semicrystalline and Amorphous Polymers","year":2015,"lang":"en","type":"article","venue":"ACS Macro Letters","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":134,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Institut Universitaire de France","keywords":"Crystallinity; Materials science; Amorphous solid; Crystallite; Ultimate tensile strength; Polymer; Composite material; Softening; Deformation (meteorology); Recrystallization (geology); Glass transition; Strain hardening exponent; Hardening (computing); Crystallography; Chemistry; Metallurgy","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":[0.0000847639,0.000254657,0.0002177283,0.0002814815,0.0003369689,0.0003686947,0.0003234383,0.0003314075,0.00117766],"category_scores_gemma":[0.0003847758,0.0001724673,0.0002168958,0.0002988441,0.0005043547,0.0004742621,0.0002436314,0.0003159711,0.00007574771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005725995,"about_ca_system_score_gemma":0.0004557354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005010092,"about_ca_topic_score_gemma":0.003368383,"domain_scores_codex":[0.9999429,0.000005748902,0.000002893593,0.000009711516,0.00001659702,0.00002219641],"domain_scores_gemma":[0.9998469,0.00006580797,0.00003260584,0.0000149586,0.00001364338,0.00002603574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001767729,0.0002057262,0.005095568,0.00009942075,0.00006107734,0.0004455661,0.0001631635,0.848747,0.1315295,0.006775628,0.0002919904,0.006408679],"study_design_scores_gemma":[0.00003314251,0.00008035193,0.003162094,0.000003993088,0.000008666537,0.00003932429,0.00004050306,0.9815255,0.01383544,0.001025996,0.0002341428,0.00001085525],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964854,0.00009719563,0.001568827,0.00005134826,0.000004895492,0.00000749774,0.00009675542,0.00002603476,0.001662091],"genre_scores_gemma":[0.9989439,0.0000728181,0.0006809132,0.000008043032,0.000002039855,0.0000095002,0.00006808423,0.00000802153,0.0002067754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005010092,"threshold_uncertainty_score":0.009961843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01602744897740825,"score_gpt":0.2100769850989118,"score_spread":0.1940495361215036,"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."}}