{"id":"W4281486184","doi":"10.1093/obo/9780190922467-0074","title":"Ostia, Origins through Empire","year":2022,"lang":"en","type":"reference-entry","venue":"","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":"Excavation; Roman Empire; Empire; Politics; Archaeology; History; Ancient history; Geography; Late Antiquity; Middle Ages; Law","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":[0.00026423,0.0002927841,0.0002990134,0.0009673683,0.002633134,0.003902228,0.0002518292,0.0004232409,0.006887279],"category_scores_gemma":[0.0008017565,0.0002500568,0.0001390549,0.001369158,0.00447356,0.001705613,0.002236782,0.0009390863,0.001424526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002555517,"about_ca_system_score_gemma":0.001934128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00580363,"about_ca_topic_score_gemma":0.01713662,"domain_scores_codex":[0.9997085,0.0000699552,0.00001621485,0.00006034883,0.00006411527,0.00008081652],"domain_scores_gemma":[0.999896,0.00002723979,0.00002087557,0.00001810649,0.00001695761,0.00002085923],"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":[0.0001367303,0.00004504691,0.007800857,0.0006155277,0.00001816491,0.002005725,0.07352574,0.0002639519,0.0009190165,0.7811757,0.02559988,0.1078937],"study_design_scores_gemma":[0.000009017283,0.00002731471,0.01300454,0.0002884154,0.000009063495,0.0008770511,0.006780045,0.00007755454,0.0001901402,0.01077619,0.9679511,0.000009492041],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1468686,0.0270365,0.001761699,0.003945556,0.00043152,0.00005654069,0.0003249921,0.00006706975,0.8195074],"genre_scores_gemma":[0.8520764,0.01926138,0.001559077,0.0005232453,0.0002424836,0.00005317633,0.0002126601,0.0001315131,0.1259401],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.006887279,"threshold_uncertainty_score":0.02304029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0765811272494978,"score_gpt":0.264514652412595,"score_spread":0.1879335251630972,"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."}}