{"id":"W2955661343","doi":"10.29173/mocs125","title":"Characterisation of the Lateral Resistance of Stapled Shear Walls","year":2019,"lang":"en","type":"article","venue":"Modular and Offsite Construction (MOC) Summit Proceedings","topic":"Tree Root and Stability Studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Division of Materials Research; Natural Sciences and Engineering Research Council of Canada; Government of Canada; Université Laval","keywords":"Shear wall; Structural engineering; Framing (construction); Shear (geology); Engineering; Shear force; Steel design; Geotechnical engineering; Materials science; Composite material","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001074683,0.0001242416,0.000245403,0.00006124477,0.00005472142,0.00001938162,0.00008000222,0.00006859624,0.00002407877],"category_scores_gemma":[0.0000162346,0.0001003525,0.00006927229,0.0001630088,0.0001205214,0.0002162572,0.00003615572,0.00009821409,0.00000211389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002788143,"about_ca_system_score_gemma":0.000006982072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009782997,"about_ca_topic_score_gemma":0.00006506313,"domain_scores_codex":[0.9992737,0.000006191623,0.000282164,0.0001590973,0.0001446672,0.0001342483],"domain_scores_gemma":[0.9996188,0.00001289489,0.00009344768,0.0001086701,0.0001402937,0.00002595308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005580984,0.00001247026,0.8875369,0.0007493992,0.00007514656,8.636287e-8,0.001246727,0.0000443541,0.1056414,0.001609038,0.0001085802,0.002920031],"study_design_scores_gemma":[0.0005690088,0.00003460129,0.9481538,0.0001509603,0.00003812584,0.00000258404,0.000613143,0.001417385,0.04513001,0.0005030679,0.003208814,0.0001785329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982367,0.0002329128,0.00005864417,0.00009443537,0.0003015879,0.0002202465,0.00001903386,0.00005140757,0.000785039],"genre_scores_gemma":[0.9993168,0.00004827082,0.0003618338,0.000004686004,0.00003077148,0.000005410488,0.000002570715,0.00001226222,0.0002173947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06061683,"threshold_uncertainty_score":0.4092256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004536184181384987,"score_gpt":0.1674900031676226,"score_spread":0.1629538189862376,"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."}}