{"id":"W3211468328","doi":"10.32920/ryerson.14665032.v1","title":"Experimental study on the structural behavior of insulated sandwich foam-timber panels under combined axial compression and bending","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Structural Analysis of Composite Materials","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Serviceability (structure); Oriented strand board; Structural engineering; Expanded polystyrene; Composite material; Materials science; Compressive strength; Bending moment; Bending; Sandwich-structured composite; Flexural strength; Composite number; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002711246,0.0003800671,0.0001973206,0.0002249099,0.0003692371,0.0001389625,0.0002892036,0.0003557887,0.003305151],"category_scores_gemma":[0.0003497755,0.0001723617,0.0001968805,0.0001640637,0.0005198489,0.0003117209,0.0002673523,0.0003052689,0.000338102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001251314,"about_ca_system_score_gemma":0.0001138052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000666601,"about_ca_topic_score_gemma":0.001383409,"domain_scores_codex":[0.9997177,0.00003400284,0.00001105016,0.00005527175,0.0001080656,0.0000738333],"domain_scores_gemma":[0.9996089,0.0001227216,0.00005231961,0.0000640586,0.0001029857,0.00004900193],"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":[0.0003386753,0.0001627003,0.00143051,0.00003086863,0.000005667707,0.0001085477,0.0001587338,0.001012601,0.9943605,0.00005874917,0.0000340533,0.002298499],"study_design_scores_gemma":[0.00002065085,0.002784926,0.01673572,0.000008978635,0.00001700453,0.0001233552,0.0002730701,0.003293764,0.9762131,0.00003379246,0.0004836715,0.00001195763],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991115,0.00002044172,0.0003808664,0.000003502315,0.000002485558,0.000005216315,0.00005107508,0.00000820589,0.0004166181],"genre_scores_gemma":[0.9982477,0.00003283011,0.0006190612,0.000005507526,0.000002054106,0.00000879511,0.0001137953,0.000005683285,0.0009645649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003305151,"threshold_uncertainty_score":0.01105678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03077184145294344,"score_gpt":0.2844981594921439,"score_spread":0.2537263180392004,"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."}}