{"id":"W4220774982","doi":"10.1061/(asce)cf.1943-5509.0001723","title":"Proposed Design Methods for Timber Members Subjected to Blast Loads","year":2022,"lang":"en","type":"article","venue":"Journal of Performance of Constructed Facilities","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Carleton University; University of Ottawa","funders":"","keywords":"Engineering; Structural engineering; Design methods; Frame (networking); Failure mode and effects analysis; Full scale; Reliability engineering; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001096721,0.001113497,0.00044802,0.0009918497,0.0004839208,0.000896331,0.0014187,0.0009556459,0.006809467],"category_scores_gemma":[0.001386911,0.0004868627,0.0005922288,0.0003345528,0.0004510298,0.0006571966,0.0007145198,0.0006407623,0.002420788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005974415,"about_ca_system_score_gemma":0.001143334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00100874,"about_ca_topic_score_gemma":0.002031735,"domain_scores_codex":[0.99926,0.0001369868,0.00004687047,0.0001002029,0.0004163702,0.00003963172],"domain_scores_gemma":[0.9994723,0.00009779035,0.00008394547,0.00005094571,0.0002790077,0.00001589508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007573191,0.00007556706,0.0009806828,0.0005029084,0.00002502762,0.0001326567,0.0003141956,0.6816605,0.05137216,0.0235143,0.002272126,0.2390741],"study_design_scores_gemma":[0.00001841834,0.0001890485,0.0003625969,0.00006788968,0.00002062413,0.0001187731,0.00008529863,0.9674013,0.01428519,0.004708363,0.01271927,0.00002321734],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00225015,0.00004633017,0.9951102,0.00001546052,0.00001426538,0.00009644698,0.00002298921,0.0001677976,0.002276348],"genre_scores_gemma":[0.1526303,0.0004580656,0.833592,0.00005144483,0.00004169953,0.001046997,0.0001573914,0.0001737371,0.01184841],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006809467,"threshold_uncertainty_score":0.02277994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02146471541310697,"score_gpt":0.2552005318282621,"score_spread":0.2337358164151552,"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."}}