{"id":"W4415599667","doi":"10.1080/08850607.2025.2574292","title":"KGB defector Anatoliy Golitsyn and the letter that shattered French intelligence","year":2025,"lang":"en","type":"article","venue":"International Journal of Intelligence and CounterIntelligence","topic":"Intelligence, Security, War Strategy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Counterintelligence; Government (linguistics); Business intelligence; Terrorism","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002877515,0.0004457377,0.0006212536,0.0005950683,0.0005401875,0.0009236265,0.002484077,0.0002486951,0.0004944158],"category_scores_gemma":[0.001030484,0.0003381858,0.0003150268,0.0005811223,0.00303482,0.0008934857,0.0004086188,0.000837456,0.00005426805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002543831,"about_ca_system_score_gemma":0.0004617305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002391421,"about_ca_topic_score_gemma":0.001176392,"domain_scores_codex":[0.995571,0.0004842428,0.001351162,0.0005630093,0.001381246,0.0006493158],"domain_scores_gemma":[0.9956141,0.001408045,0.0007138787,0.0003961966,0.001619387,0.0002483766],"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":[0.0009359005,0.0002428506,0.009318592,0.00009078527,0.0007910885,0.000259752,0.02460394,0.0002941153,0.0001655048,0.7737415,0.002397994,0.187158],"study_design_scores_gemma":[0.001159468,0.0006311443,0.003580596,0.002868863,0.0004655978,0.001261226,0.05965341,0.005287494,0.03530315,0.5318663,0.3558387,0.002084114],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.254648,0.02678542,0.5895181,0.05738981,0.01732814,0.001960249,0.00008232924,0.0001911187,0.05209681],"genre_scores_gemma":[0.9737914,0.01973774,0.0005632247,0.004074512,0.0006475982,0.00001575715,0.00000219246,0.00002176596,0.001145767],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7191434,"threshold_uncertainty_score":0.999907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02584509637778004,"score_gpt":0.3330561262191745,"score_spread":0.3072110298413945,"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."}}