{"id":"W4382655391","doi":"10.1016/j.cej.2023.144478","title":"Thermally recyclable and reprocessable glass fiber reinforced high performance thermosetting polyurethane vitrimer composites","year":2023,"lang":"en","type":"article","venue":"Chemical Engineering Journal","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Thermosetting polymer; Materials science; Polyurethane; Composite material; Elastomer; Polymer; Glass fiber","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":[0.0004974056,0.0001968972,0.0002553727,0.00008847029,0.0001985705,0.0002073627,0.0002579587,0.0001038505,0.0001753084],"category_scores_gemma":[0.00007857886,0.0001690694,0.00004848186,0.0002718291,0.00003896587,0.0003012435,0.0001237492,0.0003804753,0.00008853728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004787551,"about_ca_system_score_gemma":0.00003542174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001614208,"about_ca_topic_score_gemma":1.914824e-8,"domain_scores_codex":[0.9985672,0.00001533366,0.0003537386,0.0002465664,0.0002672897,0.000549863],"domain_scores_gemma":[0.9993078,0.0001382805,0.0001140566,0.0001806806,0.00005906545,0.0002001665],"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":[0.00003365407,0.000004676516,0.00004791079,0.00007048288,0.00001392653,0.00001443679,0.0001037826,0.02146916,0.9772838,0.00003189116,0.0001484907,0.0007777584],"study_design_scores_gemma":[0.0003569653,0.00002689291,0.000211126,0.0001526724,0.00001548102,0.0002448079,0.000007729998,0.1383929,0.8599651,0.00001477271,0.0004046689,0.000206888],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974182,0.0006439687,0.0008384536,0.0002440655,0.0002280622,0.0000570078,0.000003550653,0.0002598644,0.0003068787],"genre_scores_gemma":[0.9864019,0.00009276652,0.01203978,0.0001143899,0.0003955672,0.000005568428,0.000008857922,0.00004650614,0.0008946721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1173187,"threshold_uncertainty_score":0.6894448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007189915060648019,"score_gpt":0.1996541193478215,"score_spread":0.1924642042871735,"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."}}