{"id":"W3108790873","doi":"10.4324/9781003100355-9","title":"Review versus Oversight","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Intelligence, Security, War Strategy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01407166,0.0005593861,0.0006500915,0.002383272,0.002908459,0.01325772,0.00149549,0.004048889,0.01570832],"category_scores_gemma":[0.03243558,0.0003249172,0.0003589359,0.003276664,0.01218076,0.009164295,0.002572281,0.004580365,0.006818195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01080006,"about_ca_system_score_gemma":0.01906439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02305498,"about_ca_topic_score_gemma":0.02030743,"domain_scores_codex":[0.9748561,0.01002326,0.0008327597,0.003281454,0.009608481,0.001397796],"domain_scores_gemma":[0.9671146,0.0189516,0.001832948,0.003032638,0.007980453,0.001087769],"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":[0.00001745433,0.000008448805,0.0001030271,0.0002856784,0.000005493497,0.00003336663,0.0008670412,0.0001572423,0.0001672282,0.7800649,0.1789496,0.03934038],"study_design_scores_gemma":[0.000006152279,0.00001366086,0.0001096323,0.0002575136,0.000005534077,0.0000512414,0.0001718502,0.00007912579,0.0001233134,0.04331371,0.9558605,0.000007796725],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001438664,0.07573815,0.008369001,0.05148953,0.01011223,0.000126532,0.000150842,0.0002389765,0.8523362],"genre_scores_gemma":[0.1322816,0.07287038,0.007433016,0.1103007,0.0181509,0.0004016589,0.0002831144,0.0005118732,0.6577668],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02305498,"threshold_uncertainty_score":0.07836032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.103633443221543,"score_gpt":0.3510671954335234,"score_spread":0.2474337522119804,"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."}}