{"id":"W2931818762","doi":"10.3390/coatings9040225","title":"Coating Performance on Exterior Oil-Heat Treated Wood","year":2019,"lang":"en","type":"article","venue":"Coatings","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Mitacs","keywords":"Gloss (optics); Weathering; Coating; Moisture; Water content; Pinus <genus>; Environmental science; Pulp and paper industry; Pine wood; Composite material; Materials science; Horticulture; Botany; Geology; Geotechnical engineering; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001428716,0.0002793702,0.0001616518,0.00022395,0.0001802073,0.0002384894,0.0001089156,0.0001516686,0.001114711],"category_scores_gemma":[0.0002703186,0.0001389422,0.0001948731,0.0001882727,0.0001607451,0.0001388021,0.0001313784,0.0002438624,0.0001530471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001770321,"about_ca_system_score_gemma":0.000103324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003865058,"about_ca_topic_score_gemma":0.01000825,"domain_scores_codex":[0.9998509,0.00001064004,0.00001001862,0.00003038504,0.00006176125,0.00003634349],"domain_scores_gemma":[0.9997988,0.00002416455,0.00003778319,0.00002125234,0.00009144103,0.00002652626],"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":[0.00006956755,0.000007779476,0.001202327,0.00003587737,0.000005943964,0.00003634258,0.00004068511,0.00009070956,0.9968647,0.000007027392,0.00001406453,0.001625037],"study_design_scores_gemma":[0.00000147796,0.0002962213,0.03276721,0.000004955444,0.00002380858,0.0000814033,0.00007855358,0.0003848652,0.9657965,0.00000380846,0.0005549151,0.000006253321],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988614,0.0002484356,0.0003354311,0.000002396575,0.000006288462,0.000005506677,0.00006367522,0.00001062375,0.0004661354],"genre_scores_gemma":[0.9980781,0.000171618,0.0005374079,0.00000629315,0.000001328305,0.000004227992,0.0001004391,0.00001154143,0.001088985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003865058,"threshold_uncertainty_score":0.007685125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009676064205955083,"score_gpt":0.1825250222113494,"score_spread":0.1728489580053944,"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."}}