{"id":"W2091398487","doi":"10.4018/ijrcm.2013100104","title":"Local Resident Perceptions of Border Security Dynamics","year":2013,"lang":"en","type":"article","venue":"International Journal of Risk and Contingency Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feeling; Perception; Border Security; Position (finance); Geography; Political science; Psychology; Social psychology; Law; Business","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004739129,0.00006324233,0.000106259,0.0001641854,0.0001050042,0.00009295577,0.0003799993,0.00002539663,0.0005473946],"category_scores_gemma":[0.00004584171,0.00005432743,0.0000749719,0.00008549605,0.0001934938,0.0003100943,0.0001162815,0.00008684234,0.00001073377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005755272,"about_ca_system_score_gemma":0.00001678173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001363049,"about_ca_topic_score_gemma":0.00114103,"domain_scores_codex":[0.998809,0.00007615051,0.0003392339,0.00008932228,0.0005664296,0.0001198321],"domain_scores_gemma":[0.9991457,0.0000412711,0.0003144492,0.00006330239,0.0003757009,0.00005951379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00004374294,0.0002245878,0.1792739,0.00003119455,0.0004096882,0.00002834933,0.02092145,0.0001423749,0.000009056488,0.1846119,0.004418039,0.6098857],"study_design_scores_gemma":[0.001300417,0.0001296887,0.5766209,0.0002455458,0.0002333049,0.000003852972,0.2896773,0.002438012,0.00001289225,0.08915336,0.03989151,0.0002932197],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9090405,0.0003057111,0.02491814,0.001646565,0.0008059471,0.0001781224,0.000003865192,0.000009119497,0.06309199],"genre_scores_gemma":[0.9939836,0.003746866,0.0004164595,0.00004226805,0.0001092968,0.000002978369,9.833556e-7,0.000003397924,0.001694132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6095925,"threshold_uncertainty_score":0.5993586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003904732984703331,"score_gpt":0.2863757384548648,"score_spread":0.2824710054701615,"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."}}