{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001078638,0.0001270605,0.0001807009,0.00003965228,0.0001059489,0.00004104593,0.0001392565,0.00002629342,6.528271e-7],"category_scores_gemma":[0.00003887327,0.00007148752,0.00002506696,0.0003274935,0.0001736827,0.000131467,0.0001258891,0.00008632772,2.650856e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001088268,"about_ca_system_score_gemma":0.0000137929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000192274,"about_ca_topic_score_gemma":0.000007610536,"domain_scores_codex":[0.9993499,0.00001648573,0.0001424308,0.0001766483,0.0001621105,0.0001524037],"domain_scores_gemma":[0.9996383,0.0001036425,0.00004859807,0.0001207316,0.00003873368,0.00004999778],"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":[0.0001385035,0.00001297362,0.01675142,0.000311829,0.00004798686,0.000002156803,0.02012392,0.0004735379,0.9582446,0.00006712932,0.000002265051,0.003823679],"study_design_scores_gemma":[0.0005502782,0.0001694832,0.02536511,0.0005674348,0.00002514523,0.000002918265,0.0001965763,0.003833524,0.9691837,0.000008146268,0.000004914056,0.0000927459],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984034,0.0006410247,0.00001967144,0.0002680131,0.00006147855,0.0003356355,0.000003104368,0.00002010013,0.000247572],"genre_scores_gemma":[0.9995383,0.00002076741,0.0003516625,0.00004042509,0.00001502921,0.000007124671,2.487801e-7,0.000008917174,0.00001752335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01992734,"threshold_uncertainty_score":0.2915176,"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."}}