{"id":"W932514841","doi":"","title":"Zilmer and Jesch, eds., Epigraphic Literacy (Jonathan Herold )","year":2014,"lang":"en","type":"article","venue":"˜The œmedieval review","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History; Literacy; Archaeology; Sociology","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":[0.0009173248,0.0002425066,0.0003865588,0.00005038813,0.0004237616,0.0006366517,0.0003387001,0.00003560291,0.001885595],"category_scores_gemma":[0.00007919814,0.0001480907,0.0001834102,0.00004982129,0.0003876323,0.000521697,0.0001015338,0.0002887439,0.0003639083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009683877,"about_ca_system_score_gemma":0.00001472164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004919913,"about_ca_topic_score_gemma":0.0003659767,"domain_scores_codex":[0.9985263,0.0001568255,0.0003854412,0.0002696755,0.0003288538,0.000332943],"domain_scores_gemma":[0.9989619,0.0002331426,0.0001242834,0.0004137366,0.000134494,0.0001324795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001482934,0.00006691939,0.000105989,0.002107093,0.00006208427,0.000006738417,0.005085594,4.035318e-8,0.000002666775,0.4838135,0.02443852,0.4842961],"study_design_scores_gemma":[0.0001431212,0.0001014282,0.0001493177,0.001461276,0.00008060536,0.00001095655,0.0001384854,0.00001323514,6.263036e-7,0.008320925,0.9893748,0.0002052297],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0307821,0.4910113,0.000007670786,0.003380196,0.001211853,0.0008251359,0.0000410935,0.0001631815,0.4725775],"genre_scores_gemma":[0.8710985,0.06994563,0.00001443017,0.01831051,0.001738903,0.00007943783,0.0000301597,0.00005413931,0.03872826],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9649363,"threshold_uncertainty_score":0.9990268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03147245772711246,"score_gpt":0.2540754227638642,"score_spread":0.2226029650367517,"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."}}