{"id":"W7111952808","doi":"","title":"Feasibility of Producing Non-Structural Wood Products Using Trembling Aspen Lumber","year":2025,"lang":"","type":"article","venue":"Digital Commons - USU (Utah State University)","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Brinell scale; Raw material; Engineered wood; Solid wood; Salicaceae; Wood industry; Wetting","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003108369,0.000376088,0.0001216259,0.0003221646,0.0002338378,0.0004091478,0.0002475201,0.0002092595,0.001074861],"category_scores_gemma":[0.0002477922,0.0001096961,0.0002715694,0.0002173363,0.0001548645,0.0002432025,0.0002009013,0.0002476729,0.0002734473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001741095,"about_ca_system_score_gemma":0.0002674122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001105179,"about_ca_topic_score_gemma":0.006374077,"domain_scores_codex":[0.9998552,0.00002023162,0.000008219583,0.00002815663,0.00006514165,0.00002297021],"domain_scores_gemma":[0.9998497,0.00003279148,0.00003477497,0.00001616341,0.00003290739,0.00003359524],"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":[0.00007781667,0.00007025312,0.001801637,0.00007493806,0.000006510162,0.0001139009,0.00003058137,0.0003017249,0.9890344,0.00005716813,0.0000201739,0.008410925],"study_design_scores_gemma":[0.000008013341,0.001330295,0.02248246,0.000008957929,0.00003069389,0.0001859436,0.00009369587,0.0009142527,0.9733869,0.00003084577,0.001521047,0.00000683385],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931819,0.0002305757,0.004351595,0.00001827325,0.000008382883,0.00005616311,0.0001153004,0.00004739346,0.001990505],"genre_scores_gemma":[0.9790651,0.0003516884,0.01789098,0.00001866131,0.000003001426,0.00001895309,0.0003027362,0.00002171803,0.002327211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001105179,"threshold_uncertainty_score":0.00359571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03096915799478981,"score_gpt":0.2298802956077307,"score_spread":0.1989111376129409,"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."}}