{"id":"W4286753241","doi":"10.1002/9781444338386.wbeah16105.pub2","title":"Piazza Armerina","year":2022,"lang":"en","type":"other","venue":"The Encyclopedia of Ancient History","topic":"Ancient Mediterranean Archaeology and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Magistrate; Mosaic; Quarter (Canadian coin); Art; Mythology; Carving; Elite; Art history; Archaeology; Geology; Visual arts; History; Literature; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003364711,0.0002649162,0.0003892229,0.0003563526,0.0002614302,0.000002185013,0.0007053945,0.00008638635,0.3251491],"category_scores_gemma":[0.00003144347,0.0002069362,0.0002067705,0.00003240413,0.002909449,0.00003506351,0.0001950505,0.0004872949,0.0006686954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003868583,"about_ca_system_score_gemma":0.0002750833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003632495,"about_ca_topic_score_gemma":0.0009181188,"domain_scores_codex":[0.9985075,0.0001269444,0.0003041213,0.0003219219,0.0004269951,0.0003125363],"domain_scores_gemma":[0.9987444,0.00006696882,0.0004603404,0.0006306732,0.00002876601,0.00006887761],"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":[0.00001593323,0.00007223124,0.00001167739,0.00008165748,0.00003647495,0.00001260194,0.05593126,3.364592e-7,0.000002133573,0.02474912,0.9182885,0.0007980783],"study_design_scores_gemma":[0.0001515312,0.0001011379,0.00003176556,0.00003618345,0.00006838862,0.00000355745,0.0009798758,0.000001105011,1.608572e-7,0.0000708882,0.9983188,0.0002365996],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001279157,0.04817839,0.000004276671,0.00008848582,0.01301361,0.0002699168,0.00008108289,0.0001579513,0.9380783],"genre_scores_gemma":[0.0002205455,0.001584713,0.00003324786,0.001000367,0.001878064,0.00006398687,0.00005392896,0.0002296967,0.9949355],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3244804,"threshold_uncertainty_score":0.9998041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02359313982673954,"score_gpt":0.1956228760524958,"score_spread":0.1720297362257563,"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."}}