{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002429907,0.0005379095,0.0004701302,0.004123381,0.0005628491,0.0008025354,0.0009542661,0.0005167557,0.003732685],"category_scores_gemma":[0.01048996,0.0002315936,0.0005993816,0.003579161,0.0007768832,0.001131043,0.001127952,0.0004190551,0.0008043472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001363049,"about_ca_system_score_gemma":0.0008044971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007221932,"about_ca_topic_score_gemma":0.01267245,"domain_scores_codex":[0.9917326,0.001099374,0.0008657005,0.0005296288,0.005153845,0.0006187708],"domain_scores_gemma":[0.988638,0.003002663,0.001262472,0.00113883,0.005645243,0.0003128597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003334453,0.00100244,0.6279798,0.0007979436,0.0003230681,0.0007312691,0.003580594,0.05398746,0.03214324,0.01087152,0.007865303,0.2573829],"study_design_scores_gemma":[0.00006543686,0.001916908,0.9487347,0.00006292654,0.00006591972,0.0002657168,0.007304517,0.01241155,0.01464525,0.00191996,0.01251585,0.00009121237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9561755,0.0001517825,0.009498497,0.00005791637,0.00004390349,0.0001967355,0.002490406,0.0002277124,0.03115753],"genre_scores_gemma":[0.9920312,0.00007783779,0.002477867,0.00001611049,0.000009474747,0.0001073673,0.003014875,0.00005007143,0.002215118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007221932,"threshold_uncertainty_score":0.01435977,"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."}}