{"id":"W4318240388","doi":"10.1021/acs.biomac.2c00806","title":"Functional Lignin Building Blocks: Reactive Vinyl Esters with Acrylic Acid","year":2023,"lang":"en","type":"article","venue":"Biomacromolecules","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"China Scholarship Council; Korea Institute of Science and Technology; Canada Research Chairs","keywords":"Chemistry; Lignin; Organic chemistry; Molar mass; Reagent; Acrylic acid; Monomer; Polymer chemistry; Polymer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005712536,0.000206518,0.0001409578,0.0001007865,0.0000775161,0.00005232653,0.0001373881,0.00009658151,0.00001468399],"category_scores_gemma":[0.000008371924,0.0001873727,0.00005782988,0.0004462924,0.00005773175,0.00008476493,0.00004635987,0.0001081941,0.0001457935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005940858,"about_ca_system_score_gemma":0.0000220678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005491494,"about_ca_topic_score_gemma":0.000002384557,"domain_scores_codex":[0.9990599,0.000007951876,0.000135012,0.0002474077,0.0002092014,0.0003405311],"domain_scores_gemma":[0.9996009,0.00003228439,0.00002518033,0.0002076116,0.00002907212,0.0001049337],"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":[0.000006688563,0.00001146852,0.0001674363,0.00003920605,0.0001108615,0.0001061727,0.0001126834,0.0001270881,0.9773043,0.00005150067,0.02151921,0.0004433964],"study_design_scores_gemma":[0.0003276439,0.00003044154,0.0005408943,0.00006031261,0.00002138569,0.00006551801,0.0001939476,0.000363068,0.9963763,0.00007835784,0.001673919,0.0002682629],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926232,0.000181937,0.0004276699,0.0001058555,0.0002246459,0.00008640342,0.00002860957,0.001153398,0.005168322],"genre_scores_gemma":[0.9985243,0.00001861813,0.0008436096,0.00003550119,0.0001620097,0.00003701476,0.00005626696,0.00005630048,0.0002663767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01984529,"threshold_uncertainty_score":0.7640838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009768969340691307,"score_gpt":0.206108470899781,"score_spread":0.1963395015590897,"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."}}