{"id":"W4386956585","doi":"10.5422/fordham/9781531503093.003.0008","title":"Reporting Reconnaissance to the Public","year":2023,"lang":"en","type":"book-chapter","venue":"Fordham University Press eBooks","topic":"Intelligence, Security, War Strategy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Secrecy; Software deployment; Political science; Tone (literature); Limiting; Public relations; Unit (ring theory); Identification (biology); Advertising; Computer security; Engineering; Law; Psychology; Business; Computer science; Art","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":[0.001471166,0.0002827031,0.0003640116,0.000202173,0.001493179,0.000216362,0.001397543,0.0004431988,0.0001461811],"category_scores_gemma":[0.0004872677,0.0002841752,0.0002674358,0.00005103432,0.0005220717,0.0001536719,0.0004897242,0.0006454635,0.0002459652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000297823,"about_ca_system_score_gemma":0.0004995578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002876526,"about_ca_topic_score_gemma":0.01234964,"domain_scores_codex":[0.9975187,0.0001138621,0.0005176571,0.0005878051,0.0006492718,0.000612766],"domain_scores_gemma":[0.9975061,0.0001955039,0.0009875901,0.000654691,0.0003908679,0.0002652251],"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":[0.00001233124,0.00000329452,0.000004675351,0.00001660171,0.00005919215,0.0002324113,0.004084872,0.00000339569,8.111859e-7,0.9704486,0.01949086,0.005642978],"study_design_scores_gemma":[0.0000440939,0.0000310223,0.000006619491,0.0001024646,0.00004109774,0.000004446649,0.001774781,0.000007339156,0.00001801792,0.009162471,0.9884767,0.0003309497],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00008038496,0.00004031957,0.0001659938,0.001086552,0.001251066,0.0007904737,0.00006238296,0.0003945823,0.9961283],"genre_scores_gemma":[0.009141538,0.0001136077,0.00006688948,0.0001106834,0.0005501232,0.000002764837,0.00001092486,0.00005051473,0.989953],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9689859,"threshold_uncertainty_score":0.999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1751961774537654,"score_gpt":0.3088875121211769,"score_spread":0.1336913346674115,"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."}}