{"id":"W4220827199","doi":"10.1093/ehr/ceac077","title":"England’s Northern Frontier: Conflict and Local Society in the Fifteenth-Century Scottish Marches, by Jackson W. Armstrong","year":2022,"lang":"en","type":"article","venue":"The English Historical Review","topic":"Medieval Literature and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Fifteenth; Settlement (finance); Reputation; Politics; Kingdom; History; Middle Ages; Documentary evidence; Law; Political science; Economic history; Classics; Ancient history; Economics","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":[0.001028865,0.0003142396,0.0003530741,0.001053884,0.002877995,0.003710697,0.0005418819,0.000706506,0.003832503],"category_scores_gemma":[0.001670484,0.0002189309,0.0001628019,0.002975306,0.003785042,0.002901932,0.001461138,0.000858901,0.000340187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004425284,"about_ca_system_score_gemma":0.004811085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1719701,"about_ca_topic_score_gemma":0.3315277,"domain_scores_codex":[0.9996257,0.0001652266,0.00002719798,0.00003192369,0.00008390217,0.00006607096],"domain_scores_gemma":[0.9995235,0.0002102959,0.00009377857,0.00001547905,0.00008132595,0.00007550282],"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":[0.000189395,0.0001125964,0.01861163,0.005213798,0.00007913459,0.003257081,0.2378239,0.0003523749,0.0005118221,0.1217604,0.4176556,0.1944323],"study_design_scores_gemma":[0.00001238319,0.00004450476,0.0309555,0.002748983,0.00002333879,0.000483233,0.07013485,0.00002378579,0.00006018572,0.00314845,0.892349,0.00001577215],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.03526683,0.8905074,0.00009070479,0.03762695,0.002090511,0.00001158747,0.0001192327,0.00001080644,0.03427597],"genre_scores_gemma":[0.3474658,0.6018085,0.0001869965,0.007782991,0.001860139,0.00002908885,0.000182425,0.00001424652,0.04066973],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1719701,"threshold_uncertainty_score":0.3419383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01838732123255594,"score_gpt":0.2090668515206691,"score_spread":0.1906795302881131,"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."}}