{"id":"W2019748169","doi":"10.1520/jte101196","title":"Computational Modeling of the Lateral Load Transfer Capacity of Rimboard","year":2008,"lang":"en","type":"article","venue":"Journal of Testing and Evaluation","topic":"Engineering Applied Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"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":[],"consensus_categories":[],"category_scores_codex":[0.0008383429,0.00004532779,0.0001050057,0.00005160474,0.00003250521,0.000004103432,0.00005482918,0.00002682262,0.000004075703],"category_scores_gemma":[0.0002313905,0.00003371403,0.00003326541,0.0001081178,0.00002770953,0.0000617007,0.000005431957,0.0001527954,1.855803e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004462068,"about_ca_system_score_gemma":0.00006648487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001138659,"about_ca_topic_score_gemma":6.109705e-7,"domain_scores_codex":[0.99911,0.00002789741,0.0002702611,0.00003124303,0.0004981015,0.00006250256],"domain_scores_gemma":[0.999326,0.0001252836,0.0000375244,0.00004193294,0.0004471001,0.00002219719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004419207,0.000007236607,0.001868625,0.00005411798,0.00001703742,2.42909e-7,0.0004321939,0.9769708,0.01950894,0.000006268951,0.00001162768,0.001118517],"study_design_scores_gemma":[0.0003309946,0.00003082581,0.0174898,0.000129969,0.00001956137,0.00005343971,0.00001075104,0.9788588,0.002561258,0.0004838668,5.003484e-7,0.00003027896],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839166,0.0001449984,0.01556256,0.00002019982,0.00006779836,0.00004918228,0.000001173711,0.000006972586,0.0002305553],"genre_scores_gemma":[0.9923013,0.00001073377,0.007638042,0.000001416879,0.00003998314,6.697007e-7,1.985784e-7,0.000006135737,0.000001522273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01694769,"threshold_uncertainty_score":0.1374818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1035933602621194,"score_gpt":0.2826695530153678,"score_spread":0.1790761927532485,"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."}}