{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001604924,0.0003348642,0.0001240416,0.0002239184,0.0001233315,0.0002987054,0.0001474939,0.0002983541,0.001920502],"category_scores_gemma":[0.0002553307,0.0001899917,0.000137924,0.0001121217,0.0001845277,0.0003717457,0.0001808604,0.000488537,0.0004285245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001596866,"about_ca_system_score_gemma":0.000115245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001725465,"about_ca_topic_score_gemma":0.0005403815,"domain_scores_codex":[0.999905,0.00001229336,0.00000669676,0.00002755427,0.00002742319,0.00002112035],"domain_scores_gemma":[0.9998689,0.00003484186,0.00004016049,0.0000166621,0.00002039533,0.00001903524],"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":[0.00002540651,0.00001039147,0.00003245355,0.00002539435,0.000001531829,0.00002477013,0.0000158787,0.0001118461,0.9978454,0.0001179208,0.00003188283,0.001757055],"study_design_scores_gemma":[0.00000167377,0.00005035607,0.0002832166,0.000002604529,0.000002825408,0.00002287155,0.000007958898,0.0003112122,0.9984225,0.00002000271,0.0008727633,0.000001971668],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764841,0.002523622,0.01307614,0.0001210904,0.0001278453,0.0000436167,0.0001557238,0.0003818032,0.007086053],"genre_scores_gemma":[0.9878141,0.0005216961,0.0046174,0.00003640798,0.00001644034,0.00002734371,0.00006617571,0.00007434647,0.006826096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001920502,"threshold_uncertainty_score":0.006424665,"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."}}