{"id":"W2023275904","doi":"10.1017/cbo9780511496479","title":"The Dynasty of Chernigov, 1146–1246","year":2003,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Byzantine Studies and History","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pontifical Institute of Mediaeval Studies","funders":"","keywords":"Glossary; Index (typography); Table (database); History; Fourth generation; Third generation; Computer science; Library science; Natural language processing; Information retrieval; Database; Linguistics; World Wide Web; Philosophy; Telecommunications","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":[],"consensus_categories":[],"category_scores_codex":[0.0001818294,0.0003399442,0.0001473043,0.0008398464,0.002871227,0.001816779,0.0002019915,0.000356994,0.003907775],"category_scores_gemma":[0.000389504,0.0001577964,0.00007869059,0.001024813,0.004035729,0.000757777,0.0009515683,0.001113193,0.0006610294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004045262,"about_ca_system_score_gemma":0.002359518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01762785,"about_ca_topic_score_gemma":0.04473972,"domain_scores_codex":[0.9998698,0.00003127001,0.000004944342,0.00002301499,0.00003717069,0.00003383478],"domain_scores_gemma":[0.9999578,0.00001288686,0.000008597558,0.000004870744,0.00000815238,0.000007693187],"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":[0.0001309178,0.00002499521,0.001822032,0.0003854628,0.00001486688,0.0003812134,0.05765608,0.000292766,0.001539708,0.7700125,0.08256735,0.08517209],"study_design_scores_gemma":[0.000009570984,0.0000276622,0.003951248,0.0001091725,0.000004854012,0.0001764394,0.002264112,0.00001983931,0.000274394,0.006130704,0.9870268,0.000005239097],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1059847,0.06239416,0.000756275,0.004896386,0.002306094,0.00002755953,0.0003032071,0.0001217096,0.8232099],"genre_scores_gemma":[0.6412768,0.0149698,0.0004720075,0.000458035,0.0003607651,0.00002789565,0.0002456226,0.00007927051,0.3421099],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01762785,"threshold_uncertainty_score":0.03505045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02145179236108566,"score_gpt":0.1659776749409249,"score_spread":0.1445258825798392,"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."}}