{"id":"W2333825186","doi":"10.1021/ma3000253","title":"Recovery of Polymer Glasses from Mechanical Perturbation","year":2012,"lang":"en","type":"article","venue":"Macromolecules","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Polymer; Perturbation (astronomy); Materials science; Polymer science; Polymer chemistry; Chemistry; Composite material; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001504892,0.00009047445,0.0001443871,0.00002438946,0.00004093542,0.00004231486,0.0001343761,0.00005805257,0.001682237],"category_scores_gemma":[0.00004424559,0.0000704506,0.00004277462,0.000037977,0.00004015361,0.0001562819,0.0000762898,0.00002766433,0.0001369533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001227861,"about_ca_system_score_gemma":0.00001414557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004247417,"about_ca_topic_score_gemma":0.000009269035,"domain_scores_codex":[0.9992774,0.00007196438,0.000190589,0.0001241145,0.000145595,0.0001903023],"domain_scores_gemma":[0.9996254,0.00004353786,0.00007934322,0.000169278,0.00002986574,0.0000525016],"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":[0.00004808273,0.00003737718,0.0001641822,0.00001226413,0.000005577412,6.169317e-7,0.0001219038,0.000001131619,0.992045,0.006704762,0.00007273173,0.0007863939],"study_design_scores_gemma":[0.000088916,0.0000444862,0.0006753349,0.00001860667,0.00001253723,0.000002082971,0.00004058452,0.00008408332,0.9958758,0.002476223,0.0005808878,0.0001004841],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995268,0.0007685839,0.001152353,0.00008718361,0.0008342429,0.00005328074,0.0001124559,0.00003270851,0.001691218],"genre_scores_gemma":[0.9978846,0.00002960641,0.001438301,0.000102338,0.000146758,0.000006715223,0.00002562282,0.00001265567,0.0003533693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004228538,"threshold_uncertainty_score":0.9992304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01350323657725352,"score_gpt":0.2227962560472652,"score_spread":0.2092930194700116,"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."}}