{"id":"W4410355166","doi":"10.1021/acssuschemeng.5c01036","title":"An Innovative Approach for Enhancing Wood Heat Treatment Efficiency: Exploring the Mechanistic Influence of Exogenous Phosphoric Acid on Thermal-Induced Discoloration and Dimensional Stability of Poplar Wood","year":2025,"lang":"en","type":"article","venue":"ACS Sustainable Chemistry & Engineering","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Anhui Provincial Department of Education; National Natural Science Foundation of China","keywords":"Phosphoric acid; Thermal stability; Pulp and paper industry; Thermal; Chemistry; Chemical engineering; Materials science; Organic chemistry; Biochemical engineering; Engineering; Thermodynamics","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":[0.0001499577,0.0003795984,0.0002036092,0.0002006888,0.0001274958,0.0003299945,0.0002035828,0.0003039765,0.0006284868],"category_scores_gemma":[0.0001185707,0.0001544155,0.0003412845,0.000143791,0.0001958367,0.0004500145,0.0002321745,0.0005723728,0.0001301198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001492449,"about_ca_system_score_gemma":0.0001765097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003535874,"about_ca_topic_score_gemma":0.0005520236,"domain_scores_codex":[0.9999155,0.000009977201,0.00000569744,0.00002379755,0.00002344246,0.00002150909],"domain_scores_gemma":[0.9999621,0.000008121599,0.00001073514,0.000005225628,0.000007447897,0.000006404844],"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":[0.00002184497,0.00002308885,0.00009887097,0.0001075363,0.000004998727,0.00002825287,0.00001232545,0.00009316661,0.9972879,0.0001199011,0.00001325081,0.002188822],"study_design_scores_gemma":[0.000005454923,0.0001674927,0.0006844189,0.000003277263,0.00001283469,0.00005176583,0.00001355458,0.000866364,0.9973218,0.00004559796,0.0008226131,0.000004820858],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769421,0.003308329,0.01769477,0.00009751054,0.00003787298,0.0000582797,0.00009603476,0.00008253661,0.001682647],"genre_scores_gemma":[0.9915172,0.001474625,0.005854019,0.00005661381,0.000008694636,0.00003241769,0.00005926267,0.00001080425,0.0009862712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006284868,"threshold_uncertainty_score":0.002102554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01164561133921308,"score_gpt":0.201915813630734,"score_spread":0.1902702022915209,"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."}}