{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001545314,0.0004179709,0.0002666011,0.0002286431,0.00009039988,0.0002055928,0.0002666881,0.0003696879,0.0003221397],"category_scores_gemma":[0.0002086426,0.0002276373,0.0002768729,0.00007963579,0.0001548899,0.0002734848,0.0001827428,0.0002890696,0.0002258214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001742714,"about_ca_system_score_gemma":0.000120886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003348304,"about_ca_topic_score_gemma":0.0007160416,"domain_scores_codex":[0.9998926,0.000008582244,0.000009082525,0.00003177038,0.00003625133,0.00002170307],"domain_scores_gemma":[0.9998048,0.00003709919,0.0000649031,0.00001785336,0.00004569945,0.00002966893],"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":[0.000007442835,0.000004969296,0.00002632898,0.00003676151,0.000003014309,0.00002471973,0.000006176562,0.00005842453,0.9985529,0.0000141355,0.000006976012,0.001258165],"study_design_scores_gemma":[0.000001595327,0.00008101025,0.0004492282,0.00000249591,0.00000779231,0.00006468525,0.000003249511,0.0004257485,0.9985741,0.000003785028,0.0003837454,0.000002543393],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736665,0.003470489,0.02151293,0.00004376804,0.00007167154,0.00008249666,0.0000816972,0.0002411569,0.000829463],"genre_scores_gemma":[0.9690909,0.001305203,0.02752831,0.00004342225,0.00002038283,0.00005993413,0.00009172122,0.00004150451,0.001818731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004179709,"threshold_uncertainty_score":0.001264393,"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."}}