{"id":"W4390277674","doi":"10.1016/j.polymdegradstab.2023.110644","title":"Lifetime estimation models and degradation mechanisms of elastomeric materials: A critical review","year":2023,"lang":"en","type":"review","venue":"Polymer Degradation and Stability","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"École de Technologie Supérieure; Université de Sherbrooke; Hydro-Québec; Université du Québec à Trois-Rivières","funders":"","keywords":"Elastomer; Degradation (telecommunications); Materials science; Polymer degradation; Diffusion; Ozone; Biochemical engineering; Environmental science; Polymer; Composite material; Computer science; Chemistry; Thermodynamics; Organic chemistry; Engineering; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001251441,0.0004059725,0.001585621,0.0001560853,0.0001565053,0.0001241908,0.0001865704,0.0001969845,0.000312628],"category_scores_gemma":[0.0002796297,0.000310392,0.000127792,0.0003336673,0.0002636013,0.0004811242,0.0001678781,0.0001218993,0.00003933392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000445138,"about_ca_system_score_gemma":0.0001494231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002314226,"about_ca_topic_score_gemma":0.000007109327,"domain_scores_codex":[0.996816,0.0006781197,0.001226655,0.0006208514,0.0003704068,0.0002879138],"domain_scores_gemma":[0.9983668,0.0004875257,0.0004795227,0.0004189764,0.0001027424,0.0001443885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003582863,0.0001202586,0.000001097334,0.1405195,0.00005770347,0.000001494418,0.0001228937,3.167999e-7,0.01110001,0.01108319,0.00007226725,0.8368855],"study_design_scores_gemma":[0.002438846,0.001964244,0.00006054025,0.3052997,0.01674671,0.0006069351,0.0003270225,0.009835067,0.5314952,0.06390721,0.05879971,0.008518847],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003673114,0.9923868,0.005302118,0.0001638149,0.0002545116,0.0009020516,0.0004747894,0.0001104798,0.00003809955],"genre_scores_gemma":[0.0008206517,0.9971091,0.00138031,0.00005353543,0.00002537721,0.0001897448,0.0002689733,0.00004381273,0.0001085266],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8283666,"threshold_uncertainty_score":0.9999348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1046475368613067,"score_gpt":0.3373569874708656,"score_spread":0.232709450609559,"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."}}