{"id":"W4405846969","doi":"10.12775/etudtrav.37.003","title":"Typology and Provenance of Early Roman Cooking Ware from the Residential Quarter of Nea Paphos (Cyprus)","year":2024,"lang":"en","type":"article","venue":"Études et Travaux","topic":"Ancient Mediterranean Archaeology and History","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Narodowym Centrum Nauki; Department of Antiquities","keywords":"Typology; Pottery; Quarter (Canadian coin); Archaeology; Assemblage (archaeology); Geography; Provenance; Petrography; Ancient history; History; Geology; Mineralogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001484976,0.00008786042,0.0001617315,0.00004780743,0.0001071272,0.00001832084,0.0001354459,0.00004793965,0.000710008],"category_scores_gemma":[0.00001164121,0.00006119353,0.00005241305,0.00001872953,0.001142813,0.0001084415,0.00003790258,0.0001627883,0.00001246869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007833432,"about_ca_system_score_gemma":0.00005586241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009685862,"about_ca_topic_score_gemma":0.006517039,"domain_scores_codex":[0.9993459,0.00006530083,0.0001974764,0.0001645437,0.0001049,0.0001219043],"domain_scores_gemma":[0.999577,0.0001747115,0.00005863697,0.0001375038,0.00003146579,0.00002071713],"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":[0.00007072015,0.00002431087,0.0009007367,0.00008318141,0.00007527784,0.00001492826,0.2453347,4.49073e-7,0.0006986942,0.7463682,0.005653018,0.0007757695],"study_design_scores_gemma":[0.001205042,0.001389655,0.1404237,0.0009968277,0.0003479571,0.00002000376,0.02900874,0.0001737448,0.001153402,0.02453367,0.8002061,0.0005411867],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732296,0.003947802,0.00002401906,0.0007947526,0.0008007873,0.0001402022,0.00008597097,0.00003624244,0.02094066],"genre_scores_gemma":[0.9983217,0.00006241126,0.00002721556,0.0002214659,0.0002557205,0.000007534537,0.00001066727,0.00001072271,0.001082638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.794553,"threshold_uncertainty_score":0.777409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02881003829050684,"score_gpt":0.2388878638472487,"score_spread":0.2100778255567419,"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."}}