{"id":"W4394969536","doi":"10.1016/j.porgcoat.2024.108428","title":"Lignin self-healing coatings based on thermo-reversible Diels-Alder reaction for anticorrosion applications","year":2024,"lang":"en","type":"article","venue":"Progress in Organic Coatings","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; Nanjing Forestry University","keywords":"Materials science; Lignin; Self-healing; Diels–Alder reaction; Alder; Chemical engineering; Organic chemistry; Catalysis; Botany","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":[0.0001751923,0.0003937694,0.0002493152,0.0002868445,0.0001529637,0.0003360698,0.000270554,0.0003592311,0.001153284],"category_scores_gemma":[0.0001472017,0.0001971852,0.0002564782,0.0002102005,0.0001591586,0.0003805301,0.0002048056,0.0005852621,0.000379031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002164219,"about_ca_system_score_gemma":0.0001236871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002524234,"about_ca_topic_score_gemma":0.0008487469,"domain_scores_codex":[0.9998624,0.000009419222,0.000007376217,0.00002587308,0.00006435255,0.00003054894],"domain_scores_gemma":[0.9999278,0.00000975991,0.00002320912,0.000009285602,0.00001862893,0.00001129977],"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":[0.00001298464,0.000008011853,0.00003488292,0.00006303458,0.000004803921,0.00002429069,0.00001201449,0.00005944823,0.9955661,0.0002137213,0.0000759474,0.003924835],"study_design_scores_gemma":[0.000002669741,0.0000407988,0.0003746694,0.000002611306,0.000006445072,0.00004595597,0.000005171091,0.0006672835,0.9969695,0.00002798701,0.001852092,0.000004813047],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.947244,0.01703995,0.02708338,0.0002133853,0.0002540617,0.0000452045,0.0001681128,0.0006066322,0.007345285],"genre_scores_gemma":[0.983125,0.003506568,0.007738641,0.00007687554,0.00004262603,0.00001538827,0.0001251834,0.00005638427,0.005313395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001153284,"threshold_uncertainty_score":0.003858149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008247268630849902,"score_gpt":0.2448992569943168,"score_spread":0.2366519883634669,"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."}}