{"id":"W4310206565","doi":"10.3390/polym14235181","title":"Highly Self-Healable Polymeric Coating Materials with Enhanced Mechanical Properties Based on the Charge Transfer Complex","year":2022,"lang":"en","type":"article","venue":"Polymers","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"National Research Foundation of Korea","keywords":"Materials science; Self-healing; Peek; Coating; Composite material; Polysulfone; Thermal stability; Polymer; Chemical engineering","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006495831,0.0003440521,0.0004244326,0.0001024025,0.001404286,0.0001771825,0.0006394938,0.00004783005,0.007673015],"category_scores_gemma":[0.00001213129,0.0002242041,0.00008659816,0.0003814083,0.0001082559,0.0001241395,0.0001137316,0.0002232157,0.00009013752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001244286,"about_ca_system_score_gemma":0.0001852157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007664772,"about_ca_topic_score_gemma":0.000009062343,"domain_scores_codex":[0.996806,0.0005610431,0.0004555795,0.0005651933,0.0007897527,0.0008224102],"domain_scores_gemma":[0.9989908,0.0001830469,0.000126992,0.0005171074,0.00003131055,0.0001507898],"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":[0.0004420407,0.0001696599,0.000006751509,0.00003620828,0.00002179453,0.0000062101,0.0007429416,0.0003021738,0.996622,0.001429425,0.00009619376,0.0001246566],"study_design_scores_gemma":[0.0007113633,0.0005905188,0.00002045402,0.0000348793,0.00004443542,0.00001244644,0.0004269406,0.005235047,0.9918865,0.000007390037,0.0006759655,0.0003540772],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921147,0.0002752425,0.0009480529,0.00342611,0.0005417289,0.0006292512,0.00014661,0.0003813831,0.001536926],"genre_scores_gemma":[0.9945995,0.00000579747,0.0004468445,0.004149291,0.0001102658,0.0003463732,0.00002888127,0.00006809775,0.0002450144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007582878,"threshold_uncertainty_score":0.9998958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0231373799741387,"score_gpt":0.2130135770590021,"score_spread":0.1898761970848634,"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."}}