{"id":"W4412322348","doi":"","title":"Roman and Early Byzantine Ceramic Finds - New Results on Micro- and Macro Regional Patterns in Jerash's Northwest Quarter","year":2016,"lang":"en","type":"article","venue":"","topic":"Archaeology and Historical Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Macro; Byzantine architecture; Ancient history; Geography; Archaeology; History; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005789265,0.0002214343,0.0003277583,0.003224032,0.002013093,0.00153811,0.0005244294,0.0002911984,0.003981791],"category_scores_gemma":[0.001344518,0.0003521108,0.0001701702,0.004281358,0.001808858,0.0005091681,0.002198063,0.0003896531,0.000434465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002013087,"about_ca_system_score_gemma":0.001168819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1022614,"about_ca_topic_score_gemma":0.5063453,"domain_scores_codex":[0.9996056,0.00006663978,0.00002669146,0.00009100087,0.00007270626,0.0001373737],"domain_scores_gemma":[0.9996672,0.00006479609,0.00008302862,0.00004098167,0.00009008822,0.00005387915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006656458,0.0001032498,0.7461712,0.0002967974,0.00007604078,0.001704487,0.1645281,0.0002362631,0.008504747,0.003795354,0.001309001,0.07260905],"study_design_scores_gemma":[0.000002860348,0.00002425198,0.9689442,0.00002782703,0.000007909682,0.0001365742,0.02726895,0.00003054908,0.0001927405,0.00004718785,0.003313343,0.000003624077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916182,0.0002729079,0.00005114631,0.00003103201,0.000003679515,0.000009562001,0.0001632703,0.000001734405,0.0078484],"genre_scores_gemma":[0.9954334,0.0001371233,0.0001536397,0.00001479715,0.000003287357,0.000007570773,0.0001634747,0.000006089504,0.004080628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1022614,"threshold_uncertainty_score":0.2033324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02220510870043148,"score_gpt":0.2104665654462587,"score_spread":0.1882614567458273,"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."}}