{"id":"W4399211403","doi":"10.1007/s00226-024-01564-z","title":"Chemical surface densification of sugar maple through Michael addition reaction","year":2024,"lang":"en","type":"article","venue":"Wood Science and Technology","topic":"Plant-Derived Bioactive Compounds","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Maple; Sugar; Aceraceae; Chemical engineering; Polymer science; Materials science; Michael reaction; Chemistry; Pulp and paper industry; Organic chemistry; Botany; Engineering; Catalysis; Biology","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":[0.00008205302,0.0003224789,0.000143677,0.0001951502,0.0002044929,0.000115699,0.0002240629,0.0001929372,0.0026212],"category_scores_gemma":[0.0000890726,0.0001146691,0.0001815662,0.0002002757,0.0001245341,0.0002786206,0.0002814343,0.0005923397,0.0003895008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001694638,"about_ca_system_score_gemma":0.0001657767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006307849,"about_ca_topic_score_gemma":0.001651561,"domain_scores_codex":[0.9999419,0.000004149147,0.000002105176,0.000008209603,0.00001317998,0.0000303626],"domain_scores_gemma":[0.9999758,0.000004908669,0.000006069246,0.000003205783,0.000004153397,0.000005824998],"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":[0.00007733443,0.00005296765,0.0001907722,0.0002139494,0.00001884456,0.0002919913,0.0001655729,0.0006132179,0.9835972,0.002410091,0.0004649619,0.01190294],"study_design_scores_gemma":[0.000007268932,0.0002192892,0.0009358093,0.000006250037,0.000009025684,0.00009814368,0.00004276615,0.0006847422,0.9905779,0.0001975947,0.00721211,0.000009084674],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736843,0.00216538,0.00855306,0.0002653759,0.00009232012,0.00005249957,0.0001949078,0.0001560175,0.01483615],"genre_scores_gemma":[0.991209,0.000935417,0.001928775,0.0000551371,0.00001427099,0.00002624154,0.0001300608,0.0000116461,0.005689329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0026212,"threshold_uncertainty_score":0.008768797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01474470809456688,"score_gpt":0.249432056339955,"score_spread":0.2346873482453881,"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."}}