{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001879077,0.0001009006,0.000129064,0.00006654758,0.00004366502,0.00004103444,0.0001159873,0.00003522005,0.00009992634],"category_scores_gemma":[0.00005265421,0.00008439682,0.00001628679,0.00008635258,0.0001053667,0.0002482308,0.00005847368,0.00003757929,0.00002778364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002348504,"about_ca_system_score_gemma":0.00002739318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001055488,"about_ca_topic_score_gemma":0.000007954933,"domain_scores_codex":[0.9992293,0.00004484271,0.0002161327,0.0001299945,0.0002077908,0.0001719164],"domain_scores_gemma":[0.99961,0.00002696907,0.0001127311,0.0001215256,0.00003626658,0.00009250575],"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":[0.00004277199,0.000008510518,0.00005997261,0.00002459938,0.000004433801,0.00000236135,0.0008568234,0.0001660063,0.997507,0.0003696569,0.0007493838,0.0002084326],"study_design_scores_gemma":[0.0005139923,0.00006551025,0.00009890702,0.0000249893,0.00001663631,0.00002772628,0.0003575103,0.000486252,0.9970945,0.0003280514,0.000837316,0.000148651],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689794,0.0001796271,0.02942604,0.0007815106,0.0002869843,0.00008035482,0.00002201423,0.00005906527,0.000184985],"genre_scores_gemma":[0.9974481,0.000009302731,0.0008017123,0.001610073,0.00002661413,0.000004631212,0.00001332221,0.00001223919,0.00007396389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02862433,"threshold_uncertainty_score":0.3441602,"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."}}