{"id":"W2132330492","doi":"","title":"A Role for Effects-Based Planning in a National Security Framework","year":2011,"lang":"en","type":"article","venue":"Journal of military and strategic studies","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Context (archaeology); National security; Process management; Management science; Strategic planning; Political science; Computer science; Public administration; Business; Engineering; Marketing; Geography; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02389273,0.001268425,0.001068624,0.003482506,0.004622007,0.01197556,0.004735944,0.004913393,0.008262516],"category_scores_gemma":[0.01106348,0.0009791328,0.001661782,0.001785905,0.05046749,0.01714751,0.007000414,0.007939518,0.0006017851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01397367,"about_ca_system_score_gemma":0.01374568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01286947,"about_ca_topic_score_gemma":0.0144462,"domain_scores_codex":[0.9883244,0.007896079,0.0003354991,0.001121311,0.001548375,0.0007743288],"domain_scores_gemma":[0.9899767,0.006157033,0.0005420867,0.001511476,0.0009835894,0.0008291806],"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":[0.000001779698,0.000003129932,0.00002114933,0.00001017937,0.000002213603,0.0000107691,0.0001334611,0.001916678,0.000011039,0.9970027,0.0001135075,0.0007734716],"study_design_scores_gemma":[0.000008144036,0.00001190794,0.00004729961,0.0000491123,0.000008175473,0.00001401851,0.0003300928,0.002649301,0.00005237608,0.983285,0.01353449,0.000009969787],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005659765,0.001617645,0.5499003,0.02310179,0.0004564558,0.0002452096,0.0001075203,0.0002363629,0.4186749],"genre_scores_gemma":[0.8001856,0.001359298,0.1811493,0.002072128,0.0003848858,0.0007436207,0.00008545887,0.0001777566,0.01384197],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02389273,"threshold_uncertainty_score":0.1263583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06111505668128732,"score_gpt":0.3527340288100847,"score_spread":0.2916189721287974,"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."}}