{"id":"W4229884551","doi":"10.32920/ryerson.14660949","title":"Flexural creep behavior of structural insulated timber panels","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Structural Analysis of Composite Materials","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Oriented strand board; Creep; Structural engineering; HVAC; Deflection (physics); Flexural strength; Engineering; Structural integrity; Materials science; Composite material; Mechanical engineering; Air conditioning","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000575949,0.0004597722,0.0009507154,0.0001619293,0.00002698874,0.0001597091,0.0004650666,0.0003854384,0.004547455],"category_scores_gemma":[0.0000133596,0.0004016378,0.0003479993,0.0001607556,0.00005188747,0.000105127,0.000558454,0.0003583795,0.00001663629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007921321,"about_ca_system_score_gemma":0.00002698662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003092423,"about_ca_topic_score_gemma":0.00001920177,"domain_scores_codex":[0.9981863,0.00005025572,0.0007729931,0.000358848,0.0003378316,0.0002938072],"domain_scores_gemma":[0.9988469,0.00002874815,0.0001417211,0.0006950212,0.0001928319,0.00009481132],"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":[0.00001534867,0.00001141466,0.002625328,0.0005087106,0.0007923812,0.00005243364,0.0002616413,0.2094551,0.7840374,0.00007607897,0.0001014041,0.002062765],"study_design_scores_gemma":[0.0003684493,0.00002000542,0.210968,0.0001619406,0.0007146009,0.00004345792,0.00006730619,0.04880311,0.7373731,0.0004181493,0.00003733608,0.001024574],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958269,0.0003872614,0.0001893334,0.00001457374,0.001439904,0.0002587044,0.00007779811,0.0004066788,0.001398847],"genre_scores_gemma":[0.9935904,0.00001964703,0.005447594,0.00001211686,0.0001512332,0.00002491226,0.0004907142,0.00006252745,0.0002008869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2083426,"threshold_uncertainty_score":0.9998435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01558538376756553,"score_gpt":0.2471323498886283,"score_spread":0.2315469661210628,"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."}}