{"id":"W4391264732","doi":"10.1016/j.ijmecsci.2024.109062","title":"Shear bands in amorphous polymers under four-point bending","year":2024,"lang":"en","type":"article","venue":"International Journal of Mechanical Sciences","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"National Major Science and Technology Projects of China; National Science and Technology Major Project; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Materials science; Shear band; Amorphous solid; Shear (geology); Composite material; Hardening (computing); Softening; Strain hardening exponent; Viscoplasticity; Polymer; Finite element method; Constitutive equation; Structural engineering; Crystallography; Chemistry; Engineering","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":[0.0002019722,0.0003692149,0.0002028457,0.000872009,0.0006149816,0.0006929295,0.0002547998,0.0002985855,0.004960437],"category_scores_gemma":[0.0003341018,0.0002692393,0.0001716624,0.0004238952,0.0009998117,0.0005771522,0.0003921032,0.0006376611,0.0003860492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000190448,"about_ca_system_score_gemma":0.0001541505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005095151,"about_ca_topic_score_gemma":0.0005426061,"domain_scores_codex":[0.9998599,0.00002416243,0.00000561158,0.0000227846,0.00002943737,0.00005804154],"domain_scores_gemma":[0.9997389,0.00009117302,0.00006883059,0.0000242438,0.00002440735,0.00005235307],"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":[0.001826449,0.0001326116,0.003937203,0.0001530335,0.00004062599,0.0005948282,0.0009406739,0.003180176,0.973523,0.008194683,0.0004276816,0.007049049],"study_design_scores_gemma":[0.0001133123,0.000641443,0.04762199,0.00007300854,0.00005560037,0.0003474755,0.001259997,0.0371556,0.9051812,0.005711378,0.001754181,0.00008473921],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962942,0.0002855959,0.001051312,0.0000627289,0.00001451502,0.000006152515,0.00006839981,0.0000339419,0.002183169],"genre_scores_gemma":[0.9989391,0.00007469003,0.0001151041,0.00001446247,0.000005882938,0.000005115895,0.00004522987,0.000009266695,0.0007912985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004960437,"threshold_uncertainty_score":0.01659435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04628461717066864,"score_gpt":0.3086343041325671,"score_spread":0.2623496869618985,"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."}}