{"id":"W3092222657","doi":"10.1016/j.polymer.2020.123126","title":"Thermally reprocessable bio-based polymethacrylate vitrimers and nanocomposites","year":2020,"lang":"en","type":"article","venue":"Polymer","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Methacrylate; Miniemulsion; Nanocomposite; Silsesquioxane; Thermosetting polymer; Copolymer; Polymer; Ultimate tensile strength; Polymerization; Chemical engineering; Polymer chemistry; Stress relaxation; Amine gas treating; Solvent; Composite material; Organic chemistry; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001692792,0.0002367416,0.0002925741,0.00006135729,0.0002327079,0.0001611583,0.0002979403,0.0000830273,0.0005040604],"category_scores_gemma":[0.00002154341,0.0002069871,0.00007616827,0.0002548288,0.0001280801,0.0002064058,0.0001144464,0.0001169259,0.000183365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001224303,"about_ca_system_score_gemma":0.00007903247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003467718,"about_ca_topic_score_gemma":0.000002335625,"domain_scores_codex":[0.9983403,0.00008335605,0.0003025942,0.0005526135,0.0002479116,0.0004732021],"domain_scores_gemma":[0.9991578,0.0001018527,0.0001240696,0.0002637047,0.00003074959,0.0003218458],"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":[0.0001066556,0.00002998598,0.001812957,0.00004265505,0.00001281063,0.00001064358,0.0003019997,0.00003191135,0.9957205,0.0001511694,0.0001504385,0.001628291],"study_design_scores_gemma":[0.0005190641,0.000100436,0.0002487817,0.00002195641,0.00003651001,0.000007500217,0.00003304897,0.003861237,0.9936878,0.00001885919,0.001184976,0.000279827],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743204,0.01573047,0.001074239,0.006235173,0.0001607952,0.0001627965,0.00003076777,0.0002948375,0.001990554],"genre_scores_gemma":[0.9915093,0.0000256545,0.001825975,0.006238414,0.0001523421,0.00001206734,0.000007882602,0.00003821486,0.0001901342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01718895,"threshold_uncertainty_score":0.8440689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01696140613830129,"score_gpt":0.2335909234796527,"score_spread":0.2166295173413514,"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."}}