{"id":"W4392123235","doi":"10.5771/9781538120323-601","title":"About the Author","year":2021,"lang":"en","type":"book-chapter","venue":"Rowman & Littlefield Publishers eBooks","topic":"Intelligence, Security, War Strategy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Cognitive science; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004140135,0.0005209704,0.0004725014,0.0009684478,0.001955075,0.004780201,0.0008307247,0.001670615,0.4874411],"category_scores_gemma":[0.003373498,0.0001740295,0.0002196198,0.001084631,0.000584529,0.003006745,0.001360149,0.002491823,0.3734398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001526248,"about_ca_system_score_gemma":0.00153699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002064512,"about_ca_topic_score_gemma":0.003873965,"domain_scores_codex":[0.9995694,0.00006179162,0.00001826266,0.0001084749,0.0001957724,0.00004642208],"domain_scores_gemma":[0.9986338,0.0002205579,0.00005166623,0.0001056319,0.0006884102,0.0002998372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004574009,0.000004581453,0.00006173205,0.00003748576,6.737611e-7,0.00003783244,0.0001224968,0.00001033864,0.00003714275,0.0041556,0.9724551,0.02307224],"study_design_scores_gemma":[8.596723e-7,0.000001476539,0.00003983595,0.0000436042,5.257719e-7,0.00005756665,0.00009845867,0.000007629029,0.00002141729,0.0003104,0.9994169,0.000001457355],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005701236,0.00928802,0.0005540645,0.03577416,0.05449117,0.00004910595,0.0009377508,0.0005112826,0.8978243],"genre_scores_gemma":[0.002250575,0.002530821,0.0001403585,0.006404217,0.0025331,0.00002209327,0.0002062268,0.0001323939,0.9857802],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5125589,"threshold_uncertainty_score":0.7311031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05822721312483208,"score_gpt":0.309456304679279,"score_spread":0.2512290915544469,"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."}}