{"id":"W4239745686","doi":"10.1002/9781444338386.wbeah30471","title":"Chreophylakes","year":2017,"lang":"en","type":"other","venue":"The Encyclopedia of Ancient History","topic":"Byzantine Studies and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Debt; Minor (academic); History; Payment; Duty; Register (sociolinguistics); Ancient history; Geography; Economic history; Genealogy; Business; Political science; Law; Finance","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":[0.0004404505,0.0004070662,0.0002058311,0.001327779,0.002227828,0.003310161,0.0003663524,0.0006232594,0.1708578],"category_scores_gemma":[0.001051381,0.0001293087,0.0001250585,0.002090094,0.001437387,0.001803997,0.002792702,0.0008888858,0.03844634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009218586,"about_ca_system_score_gemma":0.001368901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003795927,"about_ca_topic_score_gemma":0.00855469,"domain_scores_codex":[0.9995967,0.00007374527,0.00002181077,0.00006945589,0.0001559292,0.00008242139],"domain_scores_gemma":[0.999597,0.00007787452,0.00003731994,0.00009686872,0.000105918,0.00008505251],"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":[0.0001598559,0.00005096321,0.00256891,0.0008744958,0.000009214293,0.001377619,0.01252187,0.0001099459,0.002193498,0.1358556,0.5975549,0.2467232],"study_design_scores_gemma":[0.000001264706,0.000003729709,0.0007145733,0.00006158003,6.7913e-7,0.0001361473,0.0008654781,0.000004538828,0.0001446396,0.000577823,0.9974879,0.000001722699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01583069,0.004020099,0.0005294864,0.002451789,0.001235387,0.00006931154,0.00208764,0.0002110385,0.9735646],"genre_scores_gemma":[0.07920719,0.003473589,0.0006911525,0.0005274147,0.0002267375,0.00005334519,0.001367726,0.0002348391,0.9142181],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1708578,"threshold_uncertainty_score":0.5715763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02295766189573421,"score_gpt":0.2030310333834964,"score_spread":0.1800733714877622,"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."}}