{"id":"W4412005437","doi":"10.1016/j.istruc.2025.109601","title":"Identification of buildings in Panama's Old Quarter (Casco Antiguo) with resonance potential during earthquakes","year":2025,"lang":"en","type":"article","venue":"Structures","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sistema Nacional de Investigación, Secretaría Nacional de Ciencia, Tecnología e Innovación; Secretaría Nacional de Ciencia, Tecnología e Innovación","keywords":"Quarter (Canadian coin); Identification (biology); Panama; Seismology; Archaeology; Geology; History; Geography; Forensic engineering; Engineering; Computer science; Computer security","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":[0.0001474559,0.0003441582,0.0001902928,0.001066184,0.0004068724,0.0004533929,0.0002167447,0.0003395451,0.0005813304],"category_scores_gemma":[0.0004553328,0.0001817789,0.0001103724,0.0008941167,0.0003923416,0.0003175197,0.0006233758,0.0001455496,0.0001032909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000243005,"about_ca_system_score_gemma":0.0001200705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01200299,"about_ca_topic_score_gemma":0.03538856,"domain_scores_codex":[0.999876,0.00002510093,0.000007509681,0.00003664934,0.00002605836,0.00002854961],"domain_scores_gemma":[0.9997244,0.00004620908,0.0001143912,0.00002079329,0.00004904485,0.00004506553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001462448,0.00004017549,0.9687917,0.00003888706,0.00003119569,0.0007499599,0.002764155,0.0004629998,0.01114905,0.00006677439,0.000134465,0.01562452],"study_design_scores_gemma":[0.000001295375,0.00004958217,0.9975077,0.000004822681,0.000009238621,0.0001650021,0.001417726,0.0003502454,0.0002236593,0.00001448085,0.0002530689,0.000003289216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994636,0.00003950891,0.0001135134,0.000006601909,9.555637e-7,0.000004437755,0.00003415606,0.000004145169,0.0003331243],"genre_scores_gemma":[0.9995583,0.00003782871,0.0002293236,0.000002447872,0.000001931347,0.000004154253,0.0000764532,0.000001056786,0.00008854783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01200299,"threshold_uncertainty_score":0.0238663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001688795933118159,"score_gpt":0.1881095997263423,"score_spread":0.1864208037932241,"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."}}