{"id":"W3046157032","doi":"10.1002/app.49663","title":"Development of self‐healing coatings based on urea‐formaldehyde/polyurethane microcapsules containing epoxy resin","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Epoxy; Polyurethane; Isocyanate; Fourier transform infrared spectroscopy; Urea-formaldehyde; Scanning electron microscope; Xylene; Composite material; Polyurea; Polymer; Coating; Emulsion; Toluene; Polymerization; Toluene diisocyanate; Chemical engineering; Layer (electronics); Chemistry; Organic chemistry; Adhesive","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":[0.001988696,0.0002699619,0.0005590156,0.0003116516,0.0004942801,0.0001723854,0.001085408,0.00008016163,0.00005780531],"category_scores_gemma":[0.00004544087,0.000224457,0.0001059571,0.000800895,0.0003155612,0.0003464565,0.0001562313,0.0003242429,0.00001900333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001282233,"about_ca_system_score_gemma":0.001504799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001813308,"about_ca_topic_score_gemma":0.000001847521,"domain_scores_codex":[0.996282,0.00004190896,0.001284471,0.0003963186,0.001344281,0.0006510653],"domain_scores_gemma":[0.9976035,0.0001740002,0.001277055,0.0002423592,0.0002083475,0.0004947615],"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":[0.0003491232,0.00007435329,0.00005304448,0.00004784669,0.000006619312,0.00001254247,0.007196405,0.0004463938,0.9894264,0.000678941,0.0000376058,0.00167077],"study_design_scores_gemma":[0.0008418394,0.000302434,0.0001094867,0.0001770154,0.00002602515,0.00002748676,0.0009225177,0.004709684,0.9922568,0.00001714055,0.0003643183,0.0002452332],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897836,0.0007241169,0.006081883,0.0008614621,0.0003155761,0.0001423703,0.000005944353,0.00005125801,0.002033781],"genre_scores_gemma":[0.9222665,0.000005180877,0.07544432,0.002113706,0.0001433732,0.000002631939,9.637388e-7,0.0000195318,0.000003726483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06936244,"threshold_uncertainty_score":0.9153092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01780479215471577,"score_gpt":0.2443372149006746,"score_spread":0.2265324227459588,"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."}}