{"id":"W4405662832","doi":"10.1016/j.tws.2024.112844","title":"Shear capacity of single- and double-layered gypsum board to steel stud screw connections in non-structural partitions","year":2024,"lang":"en","type":"article","venue":"Thin-Walled Structures","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Gypsum; Shear (geology); Materials science; Structural engineering; Composite material; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001325139,0.000363146,0.0005546641,0.0005319571,0.0001378978,0.0001724986,0.0002349681,0.0001741287,0.0002071324],"category_scores_gemma":[0.00005752289,0.0003296763,0.0001455203,0.0007935403,0.0001230364,0.0002185578,0.00009662049,0.0004685843,0.00001209697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001671904,"about_ca_system_score_gemma":0.00002497774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007697421,"about_ca_topic_score_gemma":0.001131812,"domain_scores_codex":[0.9982123,0.00004848686,0.0005296144,0.0004511008,0.0003168124,0.0004416693],"domain_scores_gemma":[0.9991466,0.0001423283,0.0000419092,0.0004062994,0.00007253412,0.0001902792],"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":[0.0001653943,0.00001964205,0.002363589,0.0007784624,0.001103502,0.00005050869,0.01370913,0.3377929,0.6282514,0.01274454,0.001529395,0.001491557],"study_design_scores_gemma":[0.004860608,0.0005042477,0.386967,0.0009515767,0.0008972139,0.0002379479,0.004101524,0.1245183,0.4390662,0.03325697,0.00172411,0.002914257],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961742,0.0006022241,0.0001771011,0.0002745145,0.0007384062,0.0003703444,0.00009033138,0.0004065461,0.001166297],"genre_scores_gemma":[0.9974166,0.00002184741,0.0022063,0.00003697396,0.0001462909,0.00002919229,0.00001670804,0.0000553911,0.00007076446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3846034,"threshold_uncertainty_score":0.9999155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02351062680134832,"score_gpt":0.2510451658414651,"score_spread":0.2275345390401168,"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."}}