{"id":"W2947964674","doi":"10.15866/irehm.v4i4.15002","title":"Comparison Between Live Loads Specified by Various Standards","year":2016,"lang":"en","type":"article","venue":"International Journal of Earthquake Engineering and Hazard Mitigation (IREHM)","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Eurocode; Engineering; Wind engineering; Structural load; Building code; Single-family detached home; Architectural engineering; Civil engineering; Geography; Structural engineering; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002435387,0.0002020687,0.0003282586,0.000290057,0.00003324437,0.0001048376,0.0001975728,0.00009613649,0.0001585232],"category_scores_gemma":[0.0001189799,0.0001633797,0.0001260248,0.0001152492,0.00004094601,0.0003151965,0.00001913469,0.0002046901,0.00001309204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001542491,"about_ca_system_score_gemma":0.00003013332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003588027,"about_ca_topic_score_gemma":0.000002716038,"domain_scores_codex":[0.9984775,0.00001731023,0.0006013688,0.0001297996,0.0005907938,0.0001832028],"domain_scores_gemma":[0.9990569,0.0001553847,0.0001393301,0.00009874925,0.0003734006,0.0001762645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000905639,0.00005416504,0.01608253,0.0001148823,0.002942136,0.00006009744,0.001511708,0.4228113,0.070309,0.002133088,0.03080864,0.4530819],"study_design_scores_gemma":[0.007742752,0.0006516982,0.3309611,0.00172659,0.0004860421,0.0004424256,0.000495545,0.1974749,0.1198426,0.0008510736,0.3369827,0.002342429],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6252288,0.0007761134,0.3720345,0.0005573923,0.0009726677,0.00004381699,0.000117006,0.0001291753,0.0001405904],"genre_scores_gemma":[0.9975667,0.0003685986,0.00136076,0.00001842396,0.000506604,0.000002034774,0.00001737338,0.00003122016,0.0001282999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4507395,"threshold_uncertainty_score":0.6662431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008694026538715698,"score_gpt":0.2474064076728851,"score_spread":0.2387123811341694,"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."}}