{"id":"W7097743114","doi":"","title":"Buildings and Others Structures.","year":2015,"lang":"en","type":"article","venue":"","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Masonry; Demolition; Emergency management; Seismic analysis","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":[0.00003459713,0.00006983314,0.0000791419,0.00004577459,0.00001240629,0.00003049266,0.00005376062,0.00003216288,0.0000906529],"category_scores_gemma":[0.00001605345,0.00005657935,0.00001658179,0.00008618788,0.000017782,0.00005296919,0.00001525622,0.00005347177,0.00001323362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002483311,"about_ca_system_score_gemma":0.000002734247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000126028,"about_ca_topic_score_gemma":0.00001159448,"domain_scores_codex":[0.9996747,0.000003034502,0.00006098795,0.00008048637,0.00007768064,0.0001031438],"domain_scores_gemma":[0.9997869,0.00000820972,0.000005503673,0.00009675958,0.00001300717,0.00008959609],"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":[0.00004051121,0.000009187058,0.06552324,0.0002031021,0.001388034,0.00004628035,0.006843101,0.124185,0.4923427,0.06316981,0.1195682,0.1266809],"study_design_scores_gemma":[0.002749665,0.0001109732,0.05613047,0.00003414222,0.0002868391,0.0001792098,0.002348837,0.170711,0.6030098,0.05044717,0.1118358,0.002156074],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784681,0.000254864,0.0005606472,0.00004444941,0.0001098162,0.00002263927,7.71944e-7,0.0003165108,0.02022225],"genre_scores_gemma":[0.9942597,0.000005696937,0.005269593,0.00003847678,0.00003906885,7.2423e-7,6.681695e-7,0.00001321691,0.0003728165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1245249,"threshold_uncertainty_score":0.2307239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01213463805812229,"score_gpt":0.2062486544263705,"score_spread":0.1941140163682482,"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."}}