{"id":"W3215897104","doi":"10.21810/jicw.v4i2.3623","title":"Does Canada have anything in the way of a strategic warning intelligence culture (and does it need one)?","year":2021,"lang":"en","type":"article","venue":"The Journal of Intelligence Conflict and Warfare","topic":"Intelligence, Security, War Strategy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Function (biology); Cold war; Military intelligence; Strategic intelligence; Intelligence analysis; Political science; Order (exchange); National security; Warning system; Ballistic missile; Public relations; Computer security; Business; Law; Computer science; Engineering; Knowledge management; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002437372,0.0002037643,0.00050924,0.001050513,0.01888495,0.01278789,0.001615587,0.002533471,0.01665379],"category_scores_gemma":[0.008761259,0.0002232085,0.0003372922,0.003724838,0.01057521,0.005969141,0.002550083,0.00390772,0.001401889],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07893531,"about_ca_system_score_gemma":0.1918487,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9836302,"about_ca_topic_score_gemma":0.9908091,"domain_scores_codex":[0.9962491,0.0004569844,0.00007341145,0.0002782419,0.001164672,0.001777577],"domain_scores_gemma":[0.9918743,0.0008038469,0.0005750839,0.000193528,0.003090663,0.003462489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002915602,0.0003753899,0.1786513,0.0006292335,0.0001366303,0.001675291,0.06000152,0.0004540781,0.0007180682,0.4270525,0.1865833,0.1434311],"study_design_scores_gemma":[0.00005968873,0.00009099856,0.1200703,0.001522889,0.0001010357,0.0004557315,0.3013941,0.0006795546,0.000516721,0.03227279,0.5425307,0.000305466],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2134724,0.005815133,0.0009642689,0.5450233,0.001240965,0.00007240339,0.001081076,0.00005120287,0.2322793],"genre_scores_gemma":[0.9089397,0.007503136,0.0008888052,0.04909863,0.0001562796,0.0000275959,0.0004669194,0.00004992514,0.03286905],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9210647,"threshold_uncertainty_score":0.5727184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05689726946528545,"score_gpt":0.3159372140710037,"score_spread":0.2590399446057182,"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."}}