{"id":"W4415986434","doi":"10.21810/jicw.v7i3.6855","title":"REFLECTIONS ON CANADA’S NATIONAL SECURITY","year":2025,"lang":"","type":"article","venue":"The Journal of Intelligence Conflict and Warfare","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"National security; Presentation (obstetrics); Key (lock); Security studies; Critical security studies; Period (music); Internal security; Economic security","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007051602,0.0009215293,0.0006975849,0.00198173,0.03224732,0.01427575,0.002868213,0.01454314,0.02022438],"category_scores_gemma":[0.01555965,0.0008267101,0.001114784,0.002942974,0.008698214,0.003476758,0.005461128,0.02260988,0.002268392],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1969864,"about_ca_system_score_gemma":0.3778332,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9916806,"about_ca_topic_score_gemma":0.9956437,"domain_scores_codex":[0.9841602,0.001260661,0.0002711932,0.0007153443,0.006822996,0.006769464],"domain_scores_gemma":[0.9847706,0.001367704,0.0002566078,0.0002098889,0.00683427,0.006560849],"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":[0.00002460229,0.00001247209,0.0005177242,0.00006207861,0.000009672859,0.0002076477,0.002385227,0.0001019663,0.00008866176,0.01401288,0.9755986,0.006978441],"study_design_scores_gemma":[0.00001178109,0.000007649444,0.001936212,0.0001999426,0.00001045021,0.00006431721,0.006198554,0.00003639031,0.00008534187,0.00144295,0.9899653,0.00004113201],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003467563,0.01874951,0.0001400408,0.8958244,0.01183105,0.00002967668,0.0005674725,0.0000379752,0.06935227],"genre_scores_gemma":[0.1122899,0.02452694,0.0008169204,0.6076048,0.002484461,0.00008462854,0.0006358913,0.000130071,0.2514263],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8030136,"threshold_uncertainty_score":0.931382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0556333287271074,"score_gpt":0.3793402295855454,"score_spread":0.323706900858438,"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."}}