{"id":"W2217957154","doi":"","title":"Review of: Empire of Pleasures: Luxury and Indulgence in the Roman World","year":2001,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Indulgence; Empire; Art; Ancient history; History; Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002229529,0.0001268157,0.0004259131,0.0001929015,0.0004319736,0.00001055485,0.0007597527,0.0001067486,0.0002288598],"category_scores_gemma":[0.0006798699,0.0001202911,0.0001412758,0.001370346,0.001204259,0.0004061964,0.0002649652,0.0003303656,0.000007952759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006317444,"about_ca_system_score_gemma":0.0001095215,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001095032,"about_ca_topic_score_gemma":0.04106628,"domain_scores_codex":[0.9979796,0.0005908838,0.0002510487,0.0002559624,0.0006440374,0.0002784742],"domain_scores_gemma":[0.9987509,0.0003998962,0.0002863228,0.0002946304,0.0001822958,0.00008593358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001422437,0.0002716962,0.9518312,0.001361269,0.00007461665,0.00003865209,0.02696603,9.860441e-7,0.0006226095,0.008104743,0.003519938,0.007065991],"study_design_scores_gemma":[0.0004719975,0.00007966102,0.8782917,0.003066291,0.00008419977,0.000003050652,0.01592489,0.000001317204,0.00005795136,0.001006001,0.1008267,0.0001862152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9634319,0.008130173,0.000002533505,0.01300877,0.00004511511,0.0003233702,0.00001543195,0.00001411795,0.01502862],"genre_scores_gemma":[0.9856938,0.01168135,0.00009720185,0.0003966402,0.00002888413,4.322797e-7,0.000002041877,0.000005570529,0.002094057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09730675,"threshold_uncertainty_score":0.9764318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05571898424482911,"score_gpt":0.3021225525544984,"score_spread":0.2464035683096693,"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."}}