{"id":"W4401074141","doi":"10.15376/biores.19.3.6510-6529","title":"Wood terpenes as bio-based monomers in latex for sustainable coatings","year":2024,"lang":"en","type":"article","venue":"BioResources","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Petrochemical; Terpene; Materials science; Raw material; Monomer; Economic shortage; Coating; Pyrolysis; Thermogravimetric analysis; Chemical engineering; Pulp and paper industry; Organic chemistry; Composite material; Chemistry; Polymer","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":[0.00008468702,0.0001192188,0.0001061261,0.0001023042,0.00002993001,0.000111334,0.0001113442,0.00008092558,0.00002119837],"category_scores_gemma":[0.00001605335,0.0001116885,0.00005353047,0.0001817515,0.00002569856,0.00006152608,0.00001590344,0.00007053126,0.00002562515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005511465,"about_ca_system_score_gemma":0.00002316195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004732199,"about_ca_topic_score_gemma":0.000003085019,"domain_scores_codex":[0.9993778,0.000003667739,0.0001272946,0.0001557542,0.00006312213,0.0002723555],"domain_scores_gemma":[0.9997614,0.00006868892,0.00000883238,0.00009945193,0.00001278662,0.00004885488],"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":[0.0001268029,0.0002656964,0.02151716,0.020218,0.0003892213,0.000771529,0.01140088,0.02196315,0.6734029,0.003979542,0.2291668,0.01679833],"study_design_scores_gemma":[0.0003368872,0.00003865517,0.00008944338,0.0001354942,0.0000139158,0.000001708289,0.001330866,0.01225466,0.7669921,0.0002767929,0.2182717,0.0002578005],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874364,0.002136858,0.0000574033,0.0001723429,0.00008075157,0.0001664117,0.000009677216,0.0004250313,0.009515194],"genre_scores_gemma":[0.9978805,0.00001054558,0.0001906461,0.00004311642,0.00009757024,0.00006236208,0.00001482594,0.0000346468,0.001665794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09358923,"threshold_uncertainty_score":0.4554523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005287615911367589,"score_gpt":0.2110609813311669,"score_spread":0.2057733654197993,"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."}}