{"id":"W6930373928","doi":"10.5281/zenodo.12319036","title":"timber designers manual pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Biological Stains and Phytochemicals","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Solid wood; Laminated veneer lumber; Engineered wood; Softwood; Section (typography); Oriented strand board; Woodworking; Flexural strength","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009339107,0.001494866,0.001099901,0.002573581,0.00312849,0.006769161,0.002383975,0.002327863,0.9210521],"category_scores_gemma":[0.005092524,0.001053906,0.000817076,0.002571268,0.0008978778,0.00588026,0.002374788,0.002712368,0.8834509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001494272,"about_ca_system_score_gemma":0.001918093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006028437,"about_ca_topic_score_gemma":0.01521576,"domain_scores_codex":[0.9986925,0.00008484314,0.0000579132,0.0001604165,0.0008952356,0.0001091303],"domain_scores_gemma":[0.996244,0.0003961038,0.00008576928,0.0004322808,0.002390096,0.0004518125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001843838,0.00002457673,0.00004068327,0.0001125614,0.000001088134,0.00003388643,0.00005650968,0.00003963834,0.0002864647,0.001218947,0.9564888,0.04167823],"study_design_scores_gemma":[0.000006896706,0.000009606025,0.0001278568,0.00004546078,0.000001573226,0.00004708398,0.0000844971,0.00003668219,0.0001650926,0.0003722577,0.9990969,0.000006209549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002677104,0.0004403837,0.001764593,0.0006846259,0.001206593,0.0002112479,0.00246968,0.004539264,0.988416],"genre_scores_gemma":[0.001071883,0.0002953041,0.0007993106,0.0003351651,0.0001669186,0.00006238619,0.001079662,0.001570114,0.9946193],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0789479,"threshold_uncertainty_score":0.1126095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03889528813023244,"score_gpt":0.284584653822909,"score_spread":0.2456893656926766,"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."}}