{"id":"W1592862884","doi":"10.1017/cbo9781139003339.019","title":"May you live in interesting times:","year":2012,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Content (measure theory); Computer science; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005193573,0.0008070836,0.0005095136,0.0005922519,0.004845348,0.00466094,0.0009650315,0.001456574,0.4407039],"category_scores_gemma":[0.001889523,0.0003152232,0.000655756,0.000736298,0.0008227367,0.005744279,0.004253862,0.00281437,0.3025354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007564411,"about_ca_system_score_gemma":0.0006152458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003150566,"about_ca_topic_score_gemma":0.01523333,"domain_scores_codex":[0.9997039,0.00004160253,0.000005901439,0.00002850003,0.00009065588,0.0001292534],"domain_scores_gemma":[0.9994237,0.0000391837,0.00002091277,0.00004304838,0.0001180354,0.0003549853],"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":[0.00002597975,0.00001171134,0.0001119687,0.00003237991,0.000002008599,0.0001331333,0.0007252161,0.000005773237,0.00008228099,0.003299644,0.9701222,0.02544772],"study_design_scores_gemma":[0.000001765158,0.000005596942,0.0002160103,0.00003531514,0.000001223056,0.00008271732,0.00111068,0.000005541577,0.00004988913,0.0004591348,0.998028,0.000004236938],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003313586,0.003863036,0.0008702908,0.01991053,0.01425716,0.0001023557,0.001320417,0.001080447,0.9552822],"genre_scores_gemma":[0.005789514,0.001012904,0.0001982095,0.002195172,0.0008327205,0.00003164838,0.0002123128,0.000262845,0.9894646],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4407039,"threshold_uncertainty_score":0.7977681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05109499998533636,"score_gpt":0.2028807093538164,"score_spread":0.1517857093684801,"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."}}