{"id":"W2035201992","doi":"10.1111/0272-4332.216171","title":"The Risk of Groundling Fatalities from Unintentional Airplane Crashes","year":2001,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Population; Risk assessment; Environmental health; Risk management; Geography; Near miss; Poison control; Demography; Engineering; Business; Medicine; Forensic engineering; Computer security; Computer science","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":[0.0008220432,0.0003404899,0.0002062974,0.001144869,0.0002965867,0.0008558244,0.0005663767,0.000497881,0.001115879],"category_scores_gemma":[0.007423442,0.0002184215,0.0007316299,0.0005101565,0.0004046907,0.0008593738,0.001043679,0.0005792599,0.000246085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00076848,"about_ca_system_score_gemma":0.0003408835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01002938,"about_ca_topic_score_gemma":0.0102154,"domain_scores_codex":[0.9990743,0.0002229454,0.00007804087,0.0001607631,0.0003487407,0.0001151811],"domain_scores_gemma":[0.9962463,0.0008675477,0.001755103,0.0003917942,0.0006053569,0.0001339709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000233943,0.00005757467,0.9300891,0.00008212077,0.0002614401,0.0007068897,0.0007715066,0.02343181,0.001320575,0.001222064,0.001340149,0.04048293],"study_design_scores_gemma":[0.000009709158,0.0005014671,0.9626976,0.0001216388,0.0001675029,0.00259378,0.001646318,0.02339683,0.003086042,0.003101117,0.002599936,0.00007809481],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890724,0.0007109669,0.004586744,0.0004063566,0.00002981675,0.00002091297,0.0005276959,0.00006392432,0.004581183],"genre_scores_gemma":[0.9985385,0.0003365715,0.0005477117,0.00002684489,0.00000991964,0.000004802867,0.0003136733,0.000003226886,0.0002188628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01002938,"threshold_uncertainty_score":0.01994199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005218524386097608,"score_gpt":0.1979553402350973,"score_spread":0.1927368158489997,"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."}}