{"id":"W2127589986","doi":"10.1177/0967010608088777","title":"Imagining Numbers: Risk, Quantification, and Aviation Security","year":2008,"lang":"en","type":"article","venue":"Security Dialogue","topic":"Global Security and Public Health","field":"Social Sciences","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Airport security; Civil aviation; Aviation; Invocation; Sovereignty; Computer security; Critical security studies; Political science; Business; Public administration; Security service; Law; Engineering; Computer science; Network security policy; Politics; Information security","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001990075,0.0001510073,0.0002219297,0.00008273303,0.001893604,0.0001250133,0.0002381436,0.0002188842,0.000162922],"category_scores_gemma":[0.001439843,0.0001700429,0.00006512956,0.0004851853,0.0006245105,0.0006768131,0.00005425116,0.0004110376,0.0001377066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000123929,"about_ca_system_score_gemma":0.0004064098,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08556404,"about_ca_topic_score_gemma":0.03426012,"domain_scores_codex":[0.9974584,0.0008178386,0.0003240686,0.0004010482,0.0004726939,0.0005259609],"domain_scores_gemma":[0.998665,0.0002821651,0.000202255,0.0002420149,0.0002277064,0.0003808865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002359262,0.0002306107,0.1392374,0.00004428149,0.00002570955,0.00001410853,0.3573241,0.000001452624,0.000007259087,0.4822687,0.01827963,0.002543218],"study_design_scores_gemma":[0.0008249994,0.00006740286,0.07219793,0.00003336333,0.00003394279,0.00002280538,0.01343414,0.0002903415,0.00003579064,0.2615702,0.6508854,0.0006037132],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9157047,0.000805427,0.0002983769,0.008106215,0.0008065308,0.0005047584,0.0001758198,0.0003160982,0.07328203],"genre_scores_gemma":[0.9958836,0.002735124,0.0001451339,0.0005267126,0.0005179424,0.00001501089,0.0001019419,0.00001034826,0.0000641506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6326058,"threshold_uncertainty_score":0.9994058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02739781343141426,"score_gpt":0.304750195297281,"score_spread":0.2773523818658667,"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."}}