{"id":"W3027389537","doi":"10.1080/02684527.2020.1768477","title":"The third eye: Canada’s development of autonomous signals intelligence to contribute to Five Eyes intelligence sharing","year":2020,"lang":"en","type":"article","venue":"Intelligence & National Security","topic":"Intelligence, Security, War Strategy","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mindset; Negotiation; General partnership; Intelligence analysis; Framing (construction); Context (archaeology); Political science; Public relations; Sociology; Artificial intelligence; Engineering; Law; Computer science; Geography","routes":{"ca_aff":false,"ca_fund":true,"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":[0.002887778,0.0003063473,0.0001546054,0.001211711,0.02444135,0.01086736,0.001036913,0.001879525,0.007856149],"category_scores_gemma":[0.006375987,0.00029193,0.0003658271,0.001256729,0.008113941,0.003667437,0.006699061,0.003673884,0.0006697819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08083654,"about_ca_system_score_gemma":0.2244814,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9767346,"about_ca_topic_score_gemma":0.9891992,"domain_scores_codex":[0.9953075,0.0006698316,0.00005604902,0.0003140153,0.001564837,0.002087816],"domain_scores_gemma":[0.9917762,0.0006886454,0.0001802319,0.0003193789,0.003140805,0.003894771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000110257,0.0001028149,0.02198259,0.00009521014,0.00002491959,0.001491539,0.1193916,0.001001616,0.001727455,0.6295739,0.1063686,0.1181294],"study_design_scores_gemma":[0.00001838774,0.00004851451,0.0140773,0.0002159852,0.00001911866,0.0003299493,0.09357162,0.001110749,0.001084109,0.02560175,0.8638294,0.00009300188],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2064762,0.001255567,0.007581925,0.06647649,0.0006290959,0.0001674094,0.0002450682,0.0001838272,0.7169844],"genre_scores_gemma":[0.9058018,0.0005863879,0.003927025,0.005325533,0.00003476625,0.0000346703,0.0001049054,0.00008260752,0.08410223],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08083654,"threshold_uncertainty_score":0.5865129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04305964376452834,"score_gpt":0.338778591556417,"score_spread":0.2957189477918887,"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."}}