{"id":"W4412597015","doi":"10.1021/acscentsci.5c00689","title":"Cleavable Additives for Deconstructable, Recyclable Polyurethane Thermosets","year":2025,"lang":"en","type":"article","venue":"ACS Central Science","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation Graduate Research Fellowship Program; Natural Sciences and Engineering Research Council of Canada; National Science Foundation; BASF; Schmidt Futures","keywords":"Polyurethane; Thermosetting polymer; Materials science; Polymer science; Computer science; Chemistry; Composite material","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000134164,0.0003505657,0.0001205688,0.0002393261,0.0001327019,0.0002334749,0.0002275867,0.0003072157,0.001055667],"category_scores_gemma":[0.0002967643,0.0001796936,0.0002045995,0.0001022823,0.0001870383,0.0004050576,0.0001605594,0.0007613868,0.0004156596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002376507,"about_ca_system_score_gemma":0.000129738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001082689,"about_ca_topic_score_gemma":0.0004022092,"domain_scores_codex":[0.9998899,0.000009523535,0.000009143459,0.00001909096,0.00005869248,0.00001372525],"domain_scores_gemma":[0.9998351,0.00004805567,0.00006374117,0.0000141966,0.00002320124,0.00001553627],"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":[0.0000166459,0.00001804283,0.0001342547,0.0001323516,0.00000467981,0.00005605234,0.00003280848,0.001233291,0.9906598,0.003660173,0.0000940851,0.00395781],"study_design_scores_gemma":[0.000001683736,0.00007987953,0.0001539276,0.000009188568,0.000004172678,0.00004176622,0.00001184968,0.003280589,0.9930595,0.0002149753,0.003138128,0.000004413056],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.871256,0.006113648,0.1100075,0.0002208493,0.0001813572,0.0001018046,0.00029649,0.0005927311,0.01122963],"genre_scores_gemma":[0.9682165,0.00197646,0.02740727,0.00005919892,0.00002240922,0.00004200631,0.0001377278,0.00006201029,0.002076389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001055667,"threshold_uncertainty_score":0.003531516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008452119669605018,"score_gpt":0.2623556825614169,"score_spread":0.2539035628918119,"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."}}