{"id":"W4409764366","doi":"10.1007/s11157-025-09724-8","title":"Recent advances in sustainable degradation processes of elastomers: a comprehensive review","year":2025,"lang":"en","type":"review","venue":"Reviews in Environmental Science and Bio/Technology","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Elastomer; Degradation (telecommunications); Materials science; Biochemical engineering; Environmental science; Polymer science; Engineering; Composite material; Telecommunications","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":[0.00116408,0.0003447024,0.001862046,0.001060769,0.0001171466,0.00002404993,0.0007788446,0.0001913558,0.00004155707],"category_scores_gemma":[0.0003453791,0.0002556334,0.00006964731,0.004722764,0.001091709,0.0004249303,0.0005655903,0.0002514072,0.00002055163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004267551,"about_ca_system_score_gemma":0.0004052167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007462686,"about_ca_topic_score_gemma":0.00001067221,"domain_scores_codex":[0.9970629,0.0001488627,0.001141101,0.000776145,0.0003231238,0.0005478931],"domain_scores_gemma":[0.9987629,0.0000936656,0.0006490726,0.0004005165,0.00003857986,0.00005527623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000143301,0.00006851113,0.00005201741,0.07472756,0.000001315425,0.000006911794,0.00001083406,4.239963e-7,0.0003993272,0.00008111983,0.000008248419,0.9246423],"study_design_scores_gemma":[0.00007848284,0.00006468158,0.000002857669,0.07031789,0.00006565364,0.00003215003,0.0001236186,0.000001647837,0.0005066193,0.00005256382,0.9285337,0.0002201531],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002510107,0.9975573,0.000007867093,0.0001384881,0.00007565704,0.001799278,0.00001694129,0.00001707342,0.0001363734],"genre_scores_gemma":[0.00002646128,0.9990253,0.0005121456,0.00009204941,0.000006725409,0.000271722,0.00001462773,0.000008100721,0.00004287446],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9285254,"threshold_uncertainty_score":0.9999896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01792513124012114,"score_gpt":0.3097971418909152,"score_spread":0.2918720106507941,"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."}}