{"id":"W3018381393","doi":"10.22382/wfs-2020-022","title":"A Note of the Positive Effects of Double-Sided Profiling on the Cupping and Checking of ACQ-Treated Douglas Fir, Western Hemlock and White Spruce Deckboards Exposed to Natural Weathering","year":2020,"lang":"en","type":"article","venue":"Wood and Fiber Science","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Softwood; Profiling (computer programming); Mathematics; Botany; Engineering; Pulp and paper industry; Biology; Computer science","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":[0.0001801676,0.0004273228,0.0004099948,0.0001951063,0.0001981177,0.0003365343,0.0001962446,0.0002550923,0.001543142],"category_scores_gemma":[0.0003006373,0.0001889123,0.0002777242,0.0001192232,0.0003506971,0.0001345294,0.0002416626,0.0004710637,0.0001700672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001682993,"about_ca_system_score_gemma":0.0001698322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003006878,"about_ca_topic_score_gemma":0.006308961,"domain_scores_codex":[0.9997028,0.0000426136,0.0000302393,0.00008598108,0.00007855822,0.00005980015],"domain_scores_gemma":[0.999109,0.0001853985,0.0002207043,0.0001528726,0.0002039625,0.0001281665],"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":[0.0002361787,0.00002474682,0.001180444,0.00004195681,0.000009274264,0.00004495911,0.00005131981,0.00008004555,0.9969254,0.000008105126,0.00002441445,0.001373159],"study_design_scores_gemma":[0.000004691089,0.0005678175,0.03337146,0.000007946851,0.00001858361,0.000103423,0.0001460832,0.0003838736,0.9647166,0.00001094176,0.0006621403,0.00000641271],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976563,0.000282829,0.001228219,0.00002927584,0.00001915472,0.00001074804,0.0001518594,0.00004894405,0.0005726455],"genre_scores_gemma":[0.9964406,0.00008905446,0.001772688,0.00003515439,0.000003059459,0.00000899726,0.0001473239,0.00002754141,0.001475549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003006878,"threshold_uncertainty_score":0.005978763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01218610439478003,"score_gpt":0.2059477022001458,"score_spread":0.1937615978053658,"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."}}