{"id":"W2120473130","doi":"10.15376/biores.8.2.1881-1892","title":"Coating Performance on Oil-heat Treated Wood for Flooring","year":2013,"lang":"en","type":"article","venue":"BioResources","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Ministry of Education, India; Mitacs; Ministry of Earth Sciences","keywords":"Materials science; Composite material; Solid wood; Green wood; Water content; Moisture; Coating; Pulp and paper industry; Wood drying; Heating oil; Waste management","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":[0.00003060032,0.0001439996,0.0001163805,0.00005765669,0.0001136113,0.00006409547,0.00008073242,0.00004954298,0.0000579251],"category_scores_gemma":[0.00000709095,0.0001067901,0.00004305188,0.00006524403,0.00001719028,0.000104765,0.000009757108,0.00004843611,0.0001946916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002654273,"about_ca_system_score_gemma":0.000001907367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004876955,"about_ca_topic_score_gemma":0.000003322192,"domain_scores_codex":[0.9994662,0.000005853671,0.000114432,0.000112469,0.00007187859,0.0002291932],"domain_scores_gemma":[0.9997704,0.00004183968,0.00001003845,0.0001156326,0.00001750364,0.00004456116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001854189,0.0002160185,0.1047319,0.001413004,0.0006422579,0.000005802426,0.00825991,0.03190129,0.1801997,0.0001508974,0.01201476,0.660279],"study_design_scores_gemma":[0.002114494,0.0008749616,0.02541922,0.0004382234,0.00008587797,0.000004777634,0.0005086065,0.1592781,0.7493969,0.00002847298,0.06094817,0.0009021905],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904006,0.0005029414,0.000005804314,0.0000434956,0.00009607766,0.0001261898,0.000004733648,0.0003617207,0.008458447],"genre_scores_gemma":[0.9978796,0.00005005065,0.0003093162,0.00001960178,0.0001596656,0.0001611911,0.00001085482,0.00003254495,0.001377238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6593768,"threshold_uncertainty_score":0.4354773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01507820548702904,"score_gpt":0.1816535852079669,"score_spread":0.1665753797209379,"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."}}