{"id":"W2788516919","doi":"10.1007/s10086-018-1697-9","title":"Study on the changes in surface characteristics of Populus tomentosa due to thermo-hydro-process","year":2018,"lang":"en","type":"article","venue":"Journal of Wood Science","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Wetting; Lignin; Materials science; Surface roughness; Surface energy; Moisture; Composite material; Microstructure; Decomposition; Water content; Contact angle; Chemistry; Organic chemistry","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":[0.0006756461,0.00008364937,0.0001657826,0.0001318127,0.00006374461,0.00004061337,0.0003860253,0.00001404974,0.00001729306],"category_scores_gemma":[0.00006117409,0.00004650208,0.00001774759,0.000517984,0.00008720856,0.0001482977,0.00002830315,0.00009220772,0.000009159427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004979416,"about_ca_system_score_gemma":0.00003269985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006959056,"about_ca_topic_score_gemma":0.00003413086,"domain_scores_codex":[0.9991534,0.00002195053,0.0002058545,0.00007462101,0.0003764337,0.0001677437],"domain_scores_gemma":[0.9995798,0.00003317832,0.00008206531,0.0001384413,0.000112805,0.00005366395],"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":[0.0004770096,0.001679057,0.1507212,0.0001034371,0.0002339815,0.0002919978,0.1878587,0.004182274,0.6340991,0.0002290405,0.0004480351,0.01967626],"study_design_scores_gemma":[0.0009232868,0.006089309,0.292,0.0003856498,0.0000445343,0.00006107265,0.01198624,0.001123899,0.6867391,0.0001543344,0.0001641557,0.0003284574],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982606,0.00004542922,0.000006546085,0.0005211312,0.0002915752,0.0001262976,0.000001839402,0.000007155984,0.0007394076],"genre_scores_gemma":[0.9998012,0.000009677288,0.00003341598,0.00004168275,0.00008000436,0.000001646244,3.248993e-8,0.000006394848,0.00002590257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1758725,"threshold_uncertainty_score":0.18963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03330202770493573,"score_gpt":0.2729780857245578,"score_spread":0.2396760580196221,"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."}}