{"id":"W1963749589","doi":"10.1515/hf.2011.038","title":"Comparison of NDE techniques for assessing mechanical properties of unjointed and finger-jointed lumber","year":2011,"lang":"en","type":"article","venue":"Holzforschung","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; Baden-Württemberg Stiftung","keywords":"Stiffness; Structural engineering; Finger joint; Ultimate tensile strength; Bending; Composite material; Materials science; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001195455,0.000140951,0.0003415718,0.00007919836,0.00003396583,0.00001227439,0.00007261732,0.00008497628,0.00001778086],"category_scores_gemma":[0.00004267565,0.0001106324,0.00006447095,0.00007483697,0.00006610688,0.000176005,0.00003154808,0.00008091111,8.394557e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001479422,"about_ca_system_score_gemma":0.00001030699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004600572,"about_ca_topic_score_gemma":0.00001616832,"domain_scores_codex":[0.9992825,0.00001663258,0.0003413562,0.0001140821,0.0000840888,0.0001613824],"domain_scores_gemma":[0.9996564,0.00003042362,0.00006960237,0.0001350735,0.00007475239,0.00003378934],"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":[0.0001450186,0.0002001867,0.00976284,0.001345025,0.0002600954,0.000001330589,0.003976042,0.00001843433,0.9660331,0.001055986,0.0003868769,0.01681506],"study_design_scores_gemma":[0.0002003929,0.0001570237,0.001328176,0.0004062751,0.00006198371,0.000002822459,0.0004242578,0.007479163,0.9895404,0.0001607614,0.0001061501,0.000132566],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909764,0.001458978,0.004455975,0.00001056194,0.00007527665,0.0003479173,0.000005538406,0.000225579,0.002443792],"genre_scores_gemma":[0.9828255,0.00003132246,0.01699376,0.000003777865,0.00001700388,0.00004110461,0.000003609073,0.0000302378,0.00005370839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02350733,"threshold_uncertainty_score":0.4511458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09980936197048512,"score_gpt":0.2858749075965774,"score_spread":0.1860655456260922,"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."}}