{"id":"W2200194251","doi":"","title":"Security and Borders","year":2006,"lang":"en","type":"article","venue":"Journal of Borderlands Studies","topic":"Cross-Border Cooperation and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000568827,0.00006616036,0.0001703421,0.00007494224,0.000475785,0.000101994,0.00005897259,0.00003881933,0.00003979697],"category_scores_gemma":[0.0003496878,0.0000501042,0.00004490092,0.0001505455,0.000229459,0.0002788803,0.0000140295,0.0001041626,0.000001617484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000410522,"about_ca_system_score_gemma":0.0001105084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003962619,"about_ca_topic_score_gemma":0.008436035,"domain_scores_codex":[0.999233,0.00006395709,0.0002691348,0.00006436302,0.0002477814,0.0001217665],"domain_scores_gemma":[0.9990683,0.00008474666,0.0001598758,0.00003715696,0.0006118418,0.00003808442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002236122,0.0005638087,0.1710082,0.00009230171,0.0005493509,0.00004784505,0.2181458,0.0002268643,0.0006811344,0.2063058,0.3643473,0.0378078],"study_design_scores_gemma":[0.001144528,0.0002562091,0.01528544,0.00005319408,0.00005210915,0.0000124158,0.07775357,0.00007326817,0.0001094334,0.01485848,0.8902029,0.0001984958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9393832,0.01214341,0.0001664345,0.01589562,0.0006351594,0.00009929285,0.000002706166,0.0000224952,0.0316517],"genre_scores_gemma":[0.9950987,0.003234272,0.0001357135,0.0001613882,0.0004321861,0.000001069772,6.528104e-7,0.000003657574,0.0009323424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5258555,"threshold_uncertainty_score":0.4707506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02077199898296189,"score_gpt":0.3766000883535167,"score_spread":0.3558280893705548,"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."}}