{"id":"W2025223947","doi":"10.1179/wsc.2008.18.2.59","title":"Wood and Engineered Wood Product Connections Using Small Steel Tube Fasteners: An Experimental Study","year":2008,"lang":"en","type":"article","venue":"Journal of the Institute of Wood Science","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Resources Canada; Imperial College London","keywords":"Ductility (Earth science); Stiffness; Engineered wood; Composite material; Materials science; Tube (container); Tension (geology); Structural engineering; Oriented strand board; Fracture (geology); Ultimate tensile strength; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005306127,0.0007338941,0.0002872005,0.0004857606,0.0004525015,0.0002355294,0.0005947035,0.0006024273,0.002813294],"category_scores_gemma":[0.0006974626,0.0002931712,0.0002919977,0.000354607,0.0006014546,0.0006339916,0.0004779165,0.0004117714,0.0003356363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001670086,"about_ca_system_score_gemma":0.0001577073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003163051,"about_ca_topic_score_gemma":0.000856626,"domain_scores_codex":[0.9994641,0.0000992053,0.00003981329,0.0001142359,0.0001835493,0.00009911272],"domain_scores_gemma":[0.999213,0.0002005228,0.0001963668,0.0001545699,0.0001402514,0.00009533082],"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":[0.0006521035,0.002756816,0.004206151,0.0002320855,0.00002882686,0.0006728233,0.0005039051,0.004043749,0.978224,0.0003102607,0.00009330094,0.008276062],"study_design_scores_gemma":[0.0001364019,0.04655538,0.0270625,0.00003523555,0.00008373764,0.0006593413,0.0007426537,0.007367309,0.9142372,0.0001755307,0.002907506,0.00003713695],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989322,0.00003421365,0.0006322651,0.000002324454,0.00000454465,0.0000231442,0.00002403588,0.000009562116,0.000337822],"genre_scores_gemma":[0.9963503,0.00009052658,0.002318803,0.000004857367,0.000005656989,0.00003350445,0.0000693656,0.000008320558,0.001118558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002813294,"threshold_uncertainty_score":0.009411335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05883465231980131,"score_gpt":0.2526473219391583,"score_spread":0.193812669619357,"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."}}