{"id":"W4234735649","doi":"10.32920/ryerson.14661081.v1","title":"Load and thermal resistance of sandwitched steel-wood composite walling systems infilled with innovative commercial form material","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Infill; Flexural strength; Composite number; Materials science; Structural engineering; Composite material; Cable gland; Oriented strand board; Thermal; Deformation (meteorology); 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":[0.0002311148,0.0002878272,0.0002336956,0.0003489647,0.0001591941,0.0002270085,0.0001776193,0.000253532,0.00121102],"category_scores_gemma":[0.0003709941,0.0001429333,0.0002191011,0.0002092948,0.0001847539,0.0002487679,0.0001935727,0.0001980844,0.0003427599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001446869,"about_ca_system_score_gemma":0.00007738299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005890987,"about_ca_topic_score_gemma":0.001682306,"domain_scores_codex":[0.9997764,0.00002442796,0.00001339548,0.00004174688,0.000104186,0.00003989465],"domain_scores_gemma":[0.9997265,0.00005685419,0.00006901734,0.00003213656,0.00008123021,0.00003418248],"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":[0.0001917955,0.00002847571,0.001860945,0.00004133183,0.000008623379,0.00008082938,0.00007052734,0.001598648,0.9919069,0.00002680577,0.0000326347,0.004152467],"study_design_scores_gemma":[0.000006795377,0.0009357381,0.025553,0.000008420173,0.00002298763,0.0001004504,0.0001562937,0.007582396,0.9648923,0.00002310817,0.0007038848,0.00001454391],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993899,0.0000827922,0.0002728015,0.000001973432,0.000004116485,0.00000235746,0.00002336569,0.00001036635,0.0002123041],"genre_scores_gemma":[0.9989706,0.00004134302,0.0003366889,0.000003110266,0.000001356408,0.000003159164,0.00005646654,0.000007512154,0.0005798516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00121102,"threshold_uncertainty_score":0.004051268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0131413084506973,"score_gpt":0.1983550581785756,"score_spread":0.1852137497278783,"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."}}