{"id":"W2002390458","doi":"10.1193/1.3624964","title":"Community‐Scale Damage, Disruption, and Early Recovery in the 2010 Haiti Earthquake","year":2011,"lang":"en","type":"article","venue":"Earthquake Spectra","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Community College; University of British Columbia","funders":"Engineering and Physical Sciences Research Council; European Commission; Joint Research Centre; National Science Foundation","keywords":"Livelihood; Context (archaeology); Scale (ratio); Government (linguistics); Geography; Environmental resource management; Socioeconomic status; Environmental planning; Forensic engineering; Cartography; Environmental science; Engineering; Environmental health; Population; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005529105,0.0001864353,0.0002198265,0.0001135294,0.0003990539,0.0001632352,0.0004748473,0.0001137824,0.003077386],"category_scores_gemma":[0.00006272996,0.0001243839,0.00008115568,0.0003853895,0.0003559997,0.0003576144,0.00003195905,0.001008257,0.0006061363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003190576,"about_ca_system_score_gemma":0.00002639461,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02923356,"about_ca_topic_score_gemma":0.1114267,"domain_scores_codex":[0.9978863,0.0006200151,0.0002959975,0.0002688823,0.0003687053,0.0005600717],"domain_scores_gemma":[0.9990298,0.0002642493,0.00004385004,0.0004380644,0.00002714479,0.0001968805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001027617,0.00008672577,0.9435071,0.00001467711,0.000008393232,0.00005733594,0.002061974,0.00000678625,0.0000267904,0.0004017862,0.0004244926,0.05330122],"study_design_scores_gemma":[0.000313537,0.0005630954,0.9885875,0.00001318693,0.000006134254,0.00003167956,0.0005978784,0.00005339364,0.00002644856,0.006417396,0.003214724,0.0001750193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751363,0.0003506175,0.00004256653,0.000964264,0.0001621233,0.0002470671,0.0000340386,0.00004385641,0.02301919],"genre_scores_gemma":[0.9980288,0.0001313734,0.0006239257,0.0002580631,0.0001383253,0.000003675554,0.00002455928,0.000006110382,0.0007851354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08219317,"threshold_uncertainty_score":0.9978339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03832975485095189,"score_gpt":0.234778381644212,"score_spread":0.1964486267932601,"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."}}