{"id":"W2580738069","doi":"10.14288/1.0339932","title":"The Future of National Security in the Age of ISIS","year":2016,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Intelligence, Security, War Strategy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Club; Political science; Webcast; Fell; Journalism; Media studies; Gunpowder; Library science; Economic history; History; Law; Sociology; Geography; Cartography; Archaeology","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":[0.001103344,0.00002581675,0.0001378692,0.00002899774,0.0003250872,0.00003474826,0.0007541834,0.0001010051,0.0001146782],"category_scores_gemma":[0.0001085584,0.00004667394,0.0001022995,0.0004012909,0.001200347,0.0002024969,0.00006073659,0.00009539483,0.000004823458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006806052,"about_ca_system_score_gemma":0.0002240883,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1576135,"about_ca_topic_score_gemma":0.8810227,"domain_scores_codex":[0.9986776,0.0002610616,0.0001329547,0.0001468611,0.0006012532,0.0001803283],"domain_scores_gemma":[0.9990169,0.0003015911,0.0001464813,0.0001551752,0.0003508711,0.00002897573],"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":[0.00006409913,0.0007510221,0.08139421,0.0001390467,0.0001282312,0.0001574821,0.06763338,0.000003397176,0.0006474988,0.05532299,0.0267741,0.7669845],"study_design_scores_gemma":[0.0002598585,0.00004222,0.8929874,0.00007656424,0.00000860657,0.000003212658,0.04912755,0.000003929274,0.000004233777,0.04788917,0.009514102,0.00008312503],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967216,0.0002580427,0.00002855513,0.001270777,0.0001457928,0.0001853415,0.0001283474,0.000009039697,0.03075812],"genre_scores_gemma":[0.9988539,0.0006925738,0.00002311572,0.00002598709,0.0000656812,3.154423e-7,0.000001931443,0.000002777144,0.0003336707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8115932,"threshold_uncertainty_score":0.8479961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01117753582703377,"score_gpt":0.2231737562715681,"score_spread":0.2119962204445344,"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."}}