{"id":"W2169730270","doi":"10.1093/oxfordhb/9780195375886.003.0041","title":"Accounting for the Future or the Past?: Developing Accountability and Oversight Systems to Meet Future Intelligence Needs","year":2010,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Intelligence, Security, War Strategy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Simon Fraser University","funders":"","keywords":"Accountability; Legislature; Political science; Context (archaeology); Pace; Public relations; Public administration; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005405105,0.0003342024,0.0002442379,0.001838685,0.004532126,0.007729099,0.001307416,0.0013685,0.002387059],"category_scores_gemma":[0.005631806,0.0001865718,0.0001928371,0.002094199,0.007608439,0.003477553,0.001388041,0.002255699,0.0004747579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06681897,"about_ca_system_score_gemma":0.1251978,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8586776,"about_ca_topic_score_gemma":0.8828481,"domain_scores_codex":[0.9970017,0.0008115632,0.00005499479,0.0001758788,0.001375043,0.000580794],"domain_scores_gemma":[0.9966093,0.0008001594,0.0001652802,0.0001763108,0.001830666,0.0004183056],"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":[0.000008191868,0.00001452257,0.001524843,0.00008237702,0.000006973492,0.00009318112,0.007632811,0.002613495,0.000247774,0.8186306,0.08219446,0.08695073],"study_design_scores_gemma":[0.000008902564,0.00001204555,0.003973108,0.0005106181,0.00001558745,0.000077536,0.005223934,0.004215936,0.0006114738,0.1196726,0.8656296,0.00004875554],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.020729,0.02160646,0.03881905,0.1442924,0.001478149,0.0001685818,0.000315012,0.0005141991,0.7720771],"genre_scores_gemma":[0.6950712,0.02137858,0.04042463,0.009687044,0.0005556078,0.0001254289,0.0003676806,0.000195262,0.2321947],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8586776,"threshold_uncertainty_score":0.4848078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03679819281361103,"score_gpt":0.2713609093702517,"score_spread":0.2345627165566407,"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."}}