{"id":"W4405196870","doi":"10.31861/mediaforum.2024.14.327-344","title":"Jacob Makohin’s Informational “Emissions”: Geopolitical Considerations of a Private Spy about the Post-War Settlement of the World","year":2024,"lang":"en","type":"article","venue":"Mediaforum Analytics Forecasts Information Management","topic":"Military, Security, and Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; HERO; Espionage; Politics; Geopolitics; Political science; World War II; Law; Media studies; Economic history; Sociology; History; Literature","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":[],"consensus_categories":[],"category_scores_codex":[0.001479061,0.0001537909,0.0001900684,0.000382477,0.0007640055,0.0001086251,0.0003519879,0.00005148714,0.0008508716],"category_scores_gemma":[0.0004324105,0.00009725365,0.0001847321,0.0007917108,0.0006339879,0.0007519959,0.0002593862,0.0001756257,0.00006802555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000173297,"about_ca_system_score_gemma":0.0003115911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001846752,"about_ca_topic_score_gemma":0.0009248081,"domain_scores_codex":[0.9973707,0.000096181,0.0009744462,0.0001060663,0.001087829,0.0003647502],"domain_scores_gemma":[0.9984748,0.0003941119,0.0002559087,0.0003399383,0.000432576,0.0001027161],"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":[0.000005997383,0.00003599577,0.00088787,0.0002780506,0.0001830065,2.67891e-7,0.04216583,0.0004369279,3.304711e-7,0.8791355,0.07362592,0.003244253],"study_design_scores_gemma":[0.0002931513,0.00003311636,0.01126896,0.0002613961,0.0002341936,0.000001746793,0.05840375,0.008245977,0.00006891683,0.04552273,0.8754556,0.0002104336],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06299179,0.002247795,0.007125605,0.2614093,0.009361291,0.00638611,0.001555931,0.0003297844,0.6485925],"genre_scores_gemma":[0.9924001,0.0004459223,0.001081009,0.002211877,0.0001805486,0.00009689414,0.0001363349,0.000008569747,0.003438802],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9294083,"threshold_uncertainty_score":0.9316447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02397695588054589,"score_gpt":0.3087186576690747,"score_spread":0.2847417017885288,"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."}}