{"id":"W7052337288","doi":"","title":"REFLECTIONS ON CANADA’S NATIONAL SECURITY","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","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":false,"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":[0.007443401,0.0009392608,0.0007141975,0.001798462,0.03358537,0.01445738,0.002888146,0.01666778,0.02244465],"category_scores_gemma":[0.01618732,0.0008933209,0.001030943,0.002361207,0.008827945,0.003814237,0.005706732,0.02769186,0.003201552],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.158238,"about_ca_system_score_gemma":0.3146948,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9832061,"about_ca_topic_score_gemma":0.9918127,"domain_scores_codex":[0.9841008,0.001209695,0.0002680162,0.0007514515,0.007456304,0.006213616],"domain_scores_gemma":[0.9831228,0.001623936,0.0002578761,0.000209747,0.007601715,0.007183976],"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":[0.00001851367,0.000009150558,0.0003073662,0.00004528432,0.000006272644,0.0001490341,0.001302061,0.00005163815,0.00007383017,0.008094771,0.9849946,0.004947406],"study_design_scores_gemma":[0.0000095213,0.000006517263,0.001240514,0.0001725449,0.000007718021,0.0000736052,0.004483457,0.00002442982,0.00008297196,0.001101408,0.9927643,0.00003301432],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002142165,0.0181935,0.0001276703,0.900283,0.01714101,0.00002302695,0.0004536321,0.000041437,0.06159462],"genre_scores_gemma":[0.06295257,0.0183702,0.0005793592,0.6686492,0.003088692,0.00005708322,0.0004424019,0.0001389575,0.2457216],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.158238,"threshold_uncertainty_score":0.9763246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2571394673824803,"score_gpt":0.6104586067107821,"score_spread":0.3533191393283018,"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."}}