{"id":"W3164031197","doi":"10.1017/9781782046059.010","title":"Brut y Tywysogion: the History of the Princes and Twelfth-Century Cambro-Latin Historical Writing","year":2015,"lang":"en","type":"other","venue":"","topic":"Historical Studies of British Isles","field":"Arts and Humanities","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Welsh; Depiction; Monarchy; Literature; Context (archaeology); History; Politics; Classics; Quarter (Canadian coin); Section (typography); History of literature; Art; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000197744,0.0002450644,0.0004217231,0.00005271575,0.0002296488,0.00003075378,0.0004044305,0.0001239936,0.003130741],"category_scores_gemma":[0.00009864398,0.000138313,0.0001186323,0.00002820568,0.0008922805,0.00003666376,0.0002692451,0.000297347,0.00003276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001399,"about_ca_system_score_gemma":0.0001279958,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008617476,"about_ca_topic_score_gemma":0.009724396,"domain_scores_codex":[0.9986047,0.00009147247,0.0003437147,0.0002807762,0.0004501111,0.0002292521],"domain_scores_gemma":[0.9990517,0.0001171298,0.0003231729,0.000346869,0.00009714659,0.00006394166],"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":[0.000003387036,0.00003223188,0.00004524754,0.00007349237,0.0000504325,0.000002424617,0.004671098,3.377378e-8,5.216054e-7,0.01713851,0.9755028,0.0024798],"study_design_scores_gemma":[0.0001445282,0.00003136871,0.0000423552,0.0001452054,0.00005534836,0.000002701282,0.001013357,0.000001392808,1.147563e-7,0.00007854617,0.9982874,0.0001976769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000286168,0.1092795,0.000001013698,0.0007139089,0.004443381,0.000232353,0.00002500369,0.0001036222,0.8851726],"genre_scores_gemma":[0.00156099,0.00115967,0.00004646044,0.0002867777,0.001965561,0.00001814033,0.000003697916,0.000135729,0.994823],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1096504,"threshold_uncertainty_score":0.9979842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03888730068497735,"score_gpt":0.1897336278320326,"score_spread":0.1508463271470553,"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."}}