{"id":"W2400067706","doi":"10.14418/wes01.1.1297","title":"Just how did David Defeat Goliath? The Application of Tactics of Warfare to Asymmetrical Peacetime Negotiations","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Military History and Strategy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peacetime; Negotiation; Political science; Computer security; Law; Computer science","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":[0.0004123874,0.0001514619,0.0002837423,0.0001707806,0.000472409,0.00002066764,0.0004813098,0.0002811962,0.00029203],"category_scores_gemma":[0.0006242697,0.0001035975,0.0001338031,0.0006453432,0.0001636501,0.0001301399,0.00001531284,0.0001557754,0.0000464011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001386774,"about_ca_system_score_gemma":0.0004149888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002583114,"about_ca_topic_score_gemma":0.01182591,"domain_scores_codex":[0.9984588,0.0001979889,0.0003311703,0.0002630727,0.0005465988,0.0002023576],"domain_scores_gemma":[0.9984786,0.0002943941,0.0003217245,0.0003730701,0.0004222761,0.0001099532],"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":[0.0002151173,0.0004920031,0.001513401,0.0003825233,0.0001831338,0.000001163178,0.1061842,0.00002448221,0.004278277,0.7743289,0.05641818,0.05597857],"study_design_scores_gemma":[0.000391319,0.0003512975,0.02403195,0.0001229473,0.0004292182,6.160245e-7,0.10948,0.00004388807,0.002307212,0.003473054,0.8586436,0.0007249049],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06326931,0.001338667,0.005859471,0.008285659,0.001340935,0.002106981,0.0003113478,0.0001049433,0.9173827],"genre_scores_gemma":[0.9408832,0.00013711,0.0002930808,0.0000429876,0.0001845346,0.00005723893,0.0001822601,0.00001449847,0.05820514],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8776138,"threshold_uncertainty_score":0.6599138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02981054072547333,"score_gpt":0.3303702267985315,"score_spread":0.3005596860730581,"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."}}