{"id":"W4206842634","doi":"10.1353/phx.2013.0002","title":"Roman Toilets: Their Archaeology and Cultural History by Gemma C. M. Jansen, Ann Olga Koloski-Ostrow, and Eric M. Moorman","year":2013,"lang":"en","type":"article","venue":"Phoenix","topic":"Archaeology and Historical Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History; Roman Empire; Cultural history; The arts; Archaeology; Classics; Art; Visual arts; Economic history","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.00006570912,0.0002332771,0.0003157372,0.0000587693,0.0004814386,0.00001926199,0.0001327555,0.00007798739,0.001660037],"category_scores_gemma":[0.00002263936,0.0001714714,0.00004963093,0.00001583756,0.002645978,0.0002534841,0.0002488889,0.000230618,0.00008705346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009886309,"about_ca_system_score_gemma":0.00001170328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002374978,"about_ca_topic_score_gemma":0.00163779,"domain_scores_codex":[0.9989425,0.00006778773,0.0002107305,0.0003169073,0.00008328039,0.000378796],"domain_scores_gemma":[0.9994899,0.00009683685,0.00007846854,0.0001420162,0.0000692184,0.0001235636],"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":[0.00006337947,0.0001130049,0.003910276,0.00006576606,0.0001773289,0.00001444385,0.321951,1.558135e-7,0.0006023921,0.04536515,0.6115975,0.01613964],"study_design_scores_gemma":[0.0003698356,0.0002232364,0.0036524,0.00000747015,0.00002488944,0.00002200914,0.002210195,0.0000236019,0.00002599433,0.004748025,0.9884567,0.0002355944],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9289522,0.02704147,0.000009779664,0.00355055,0.000584183,0.0002397704,0.00002954126,0.0001158665,0.03947666],"genre_scores_gemma":[0.9838179,0.001345672,0.00006790101,0.001090089,0.0002969614,0.00007788082,0.00002412739,0.00001728363,0.01326213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3768592,"threshold_uncertainty_score":0.9992526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02369169793582042,"score_gpt":0.1943249691103399,"score_spread":0.1706332711745195,"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."}}