{"id":"W2803450155","doi":"10.11141/ia.50.3","title":"Domestic Patterns of Tableware Consumption in Roman Celtiberia","year":2018,"lang":"en","type":"article","venue":"Internet Archaeology","topic":"Ancient Mediterranean Archaeology and History","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Consumption (sociology); Ancient history; Art; History; Aesthetics","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001738233,0.0001244042,0.0002519612,0.0002995509,0.0000220616,0.000002814666,0.0002432141,0.00007509292,0.01410144],"category_scores_gemma":[0.00003882535,0.0001178856,0.00004766855,0.00001940008,0.003561153,0.00008113318,0.0001705608,0.0001754387,0.0004431553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003638591,"about_ca_system_score_gemma":0.00002252744,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001234236,"about_ca_topic_score_gemma":0.04590519,"domain_scores_codex":[0.9989571,0.0001086843,0.000323794,0.0002340067,0.00008579699,0.0002906115],"domain_scores_gemma":[0.9994815,0.0001071546,0.0001155579,0.0001856326,0.000061643,0.00004850405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000211391,0.00009615027,0.2127669,0.00009569708,0.00003330694,0.00008639819,0.589893,0.000001057628,0.0001722131,0.1942777,0.001225794,0.001140389],"study_design_scores_gemma":[0.002093344,0.001724842,0.1573518,0.0003169629,0.00004275514,0.0001376612,0.00246952,0.0006162276,0.0008477762,0.0148013,0.8191043,0.0004935274],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931594,0.0001788046,0.000468775,0.000158457,0.001718226,0.000117423,0.00002231204,0.00003738534,0.004139281],"genre_scores_gemma":[0.992964,0.00001828704,0.00007911403,0.0003141176,0.0004016467,0.00001665235,0.00003033257,0.00001276715,0.006163116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8178785,"threshold_uncertainty_score":0.9991506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03286096315955078,"score_gpt":0.2560561588180024,"score_spread":0.2231951956584516,"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."}}