{"id":"W4318950803","doi":"10.21810/jicw.v5i3.5207","title":"ETHICS AND EXCELLENCE IN UNDERCOVER OPERATIONS: A HUMAN SOURCE PERSPECTIVE","year":2023,"lang":"en","type":"article","venue":"The Journal of Intelligence Conflict and Warfare","topic":"Torture, Ethics, and Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Perspective (graphical); Presentation (obstetrics); Engineering ethics; Psychology; Human intelligence; Political science; Public relations; Law; Engineering; Computer science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01560455,0.000372455,0.0003193126,0.00300015,0.007995063,0.01482648,0.001280598,0.006725859,0.005605596],"category_scores_gemma":[0.02120215,0.0002232911,0.0002882907,0.001690123,0.05521381,0.009776888,0.006282655,0.006478978,0.0005414495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007627163,"about_ca_system_score_gemma":0.005843788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004216945,"about_ca_topic_score_gemma":0.004428864,"domain_scores_codex":[0.9705536,0.02078551,0.0005020835,0.0007256606,0.004841698,0.0025915],"domain_scores_gemma":[0.9738265,0.01633574,0.002646361,0.001157295,0.003711723,0.002322332],"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":[0.00001733258,0.00004146055,0.001376948,0.00005074072,0.00001009292,0.0004666609,0.02785877,0.0004644775,0.00008186017,0.9494292,0.009065322,0.01113727],"study_design_scores_gemma":[0.00001448155,0.00007221143,0.003345767,0.0007152765,0.000008032259,0.0006857414,0.06751058,0.000794752,0.0003537109,0.6832007,0.2432606,0.00003814795],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07208189,0.007753339,0.01561567,0.2609678,0.001082782,0.0000768855,0.00003177497,0.00002310358,0.6423669],"genre_scores_gemma":[0.972086,0.003258751,0.001282527,0.00966756,0.0007608332,0.0000343396,0.00001096368,0.00002630514,0.01287272],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01560455,"threshold_uncertainty_score":0.08252579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1422293819352105,"score_gpt":0.4206362817458871,"score_spread":0.2784068998106766,"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."}}