{"id":"W2621216367","doi":"","title":"Missed Signals? A reply to Mike Bullock and Laurence A. Lyons","year":2018,"lang":"en","type":"article","venue":"University of Salford Institutional Repository (University of Salford)","topic":"Intelligence, Security, War Strategy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Argument (complex analysis); Order (exchange); Law; Spanish Civil War; First world war; Sociology; Telecommunications; History; Political science; Computer science; Ancient history; Medicine; Business","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":[0.01861136,0.001453113,0.002442601,0.00164319,0.01061239,0.01129941,0.00514738,0.04081373,0.01047832],"category_scores_gemma":[0.08063721,0.001297351,0.001250847,0.002372748,0.01342203,0.01902472,0.005763019,0.06919491,0.006802434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005775998,"about_ca_system_score_gemma":0.007994898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02489242,"about_ca_topic_score_gemma":0.02937541,"domain_scores_codex":[0.9870601,0.00535631,0.0009185747,0.002337414,0.00346265,0.0008649066],"domain_scores_gemma":[0.9446114,0.03933983,0.001935461,0.001688358,0.008924698,0.003500205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009430692,0.000006084564,0.00005798332,0.00003043428,0.000004190559,0.00005884948,0.0009094508,0.00001252837,0.00002203834,0.00365834,0.9935102,0.001720457],"study_design_scores_gemma":[0.00002451732,0.00001641175,0.0004523956,0.0004533804,0.00001015745,0.0002647166,0.006274627,0.00009482176,0.0001339858,0.008325855,0.9838603,0.00008884918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00006643218,0.001679165,0.00005486295,0.98985,0.007783831,0.000002515744,0.00001772653,0.000009788921,0.0005355542],"genre_scores_gemma":[0.002954538,0.002161798,0.0001860882,0.9760873,0.01516876,0.00002838891,0.00001725471,0.00005210422,0.003343686],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04081373,"threshold_uncertainty_score":0.09842741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02030748526693506,"score_gpt":0.2323800469166013,"score_spread":0.2120725616496663,"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."}}