{"id":"W2588492572","doi":"10.1007/s11069-017-2778-6","title":"Quantitative analysis of earthquake fatalities: case of Iran","year":2017,"lang":"en","type":"article","venue":"Natural Hazards","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Natural hazard; Seismology; Earthquake scenario; Geology; Forensic engineering; Seismic hazard; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006453075,0.0002328488,0.0001738273,0.003369271,0.0002964889,0.0004260612,0.0006290189,0.0003368285,0.00151193],"category_scores_gemma":[0.00244914,0.0001021049,0.0004102406,0.001955532,0.0003451013,0.0004065167,0.0002770469,0.0003294136,0.0001292663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001131243,"about_ca_system_score_gemma":0.000568084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03640968,"about_ca_topic_score_gemma":0.02681831,"domain_scores_codex":[0.9996753,0.00007991057,0.00002343012,0.00004362687,0.00008762735,0.00009016673],"domain_scores_gemma":[0.9983437,0.000705999,0.0003790728,0.00008642662,0.0003933446,0.00009144459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002965044,0.0002636179,0.8924251,0.0001310189,0.0001721566,0.00243101,0.001090515,0.06707237,0.001774688,0.005380274,0.002602034,0.02636062],"study_design_scores_gemma":[0.0000114483,0.0001487199,0.8907248,0.00001540775,0.00006701106,0.001113129,0.003948562,0.1003136,0.0007073585,0.001396281,0.001522332,0.00003116556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964126,0.0001068649,0.001078411,0.0001086166,0.000004389628,0.00001189616,0.0008033983,0.000016467,0.001457339],"genre_scores_gemma":[0.9991079,0.00005043795,0.0002519345,0.000002363946,0.000006631381,0.000003945804,0.0003813743,0.000001328551,0.0001940126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03640968,"threshold_uncertainty_score":0.0723955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03953254724516147,"score_gpt":0.3055737461547005,"score_spread":0.266041198909539,"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."}}