{"id":"W308212330","doi":"","title":"The Role of the Global SOF Network in a Resource Constrained Environment","year":2013,"lang":"en","type":"article","venue":"","topic":"Military Strategy and Technology","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interoperability; Honor; Leverage (statistics); Global network; Resource (disambiguation); Business; Computer science; Operations research; Engineering; Telecommunications; Internet privacy","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":[0.00005666069,0.00004861375,0.0000532967,0.000003826055,0.00002751275,0.000002782653,0.0001523411,0.00005195084,0.0001699108],"category_scores_gemma":[0.000004015471,0.00002665492,0.0000210992,0.0000642474,0.0001082912,0.00001361796,0.00003200615,0.00008048877,0.00002446506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001859074,"about_ca_system_score_gemma":0.000003449717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008169953,"about_ca_topic_score_gemma":0.0001509547,"domain_scores_codex":[0.9996479,0.00001481794,0.000107298,0.00004808196,0.00004081617,0.0001411312],"domain_scores_gemma":[0.9997582,0.00003155216,0.000008202246,0.0001891557,0.000001591895,0.00001126357],"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":[0.00001375991,0.00004723171,0.08736913,0.00001691742,0.0001107549,0.000002112066,0.0001828852,0.2343894,0.001718911,0.5366961,0.007179922,0.1322729],"study_design_scores_gemma":[0.0007821042,0.00009473014,0.219182,0.00003472923,0.00001594183,0.00002029429,0.002996864,0.1578381,0.004068159,0.3476629,0.2669481,0.0003561467],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7870077,0.002332498,0.0002945687,0.0007803362,0.000062098,0.0003266236,0.000003183771,0.0001178446,0.2090752],"genre_scores_gemma":[0.9996975,0.00002637718,0.0001427745,0.00002346743,0.000009495764,0.00001218885,3.033078e-7,0.000002669847,0.00008523756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2597682,"threshold_uncertainty_score":0.1860404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001638356081719616,"score_gpt":0.134781921766399,"score_spread":0.1331435656846794,"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."}}