{"id":"W4231963884","doi":"10.1017/s0068246218000144","title":"INVESTIGATIONS AT THE ROMAN IMPERIAL ESTATE AT VAGNARI, PUGLIA (COMUNE DI GRAVINA IN PUGLIA, PROVINCIA DI BARI, REGIONE PUGLIA)","year":2018,"lang":"en","type":"article","venue":"Papers of the British School at Rome","topic":"Maritime and Coastal Archaeology","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"British Academy; Leverhulme Trust; Ministero per i beni e le attività culturali","keywords":"Estate; Geography; Business; Finance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003552604,0.0002332797,0.0003123444,0.0007889757,0.004315061,0.001075017,0.0005916654,0.0007735176,0.007879249],"category_scores_gemma":[0.001526677,0.0003091599,0.0001097876,0.001646389,0.002559663,0.0004776036,0.00200341,0.0007426816,0.0006824654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002733387,"about_ca_system_score_gemma":0.00116113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05245031,"about_ca_topic_score_gemma":0.2660539,"domain_scores_codex":[0.9996558,0.0001110253,0.000007909175,0.00005442788,0.00006339502,0.0001074154],"domain_scores_gemma":[0.9997261,0.00007679287,0.00006168796,0.00003621731,0.00003243766,0.00006673648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001017766,0.000252616,0.1516646,0.001381462,0.00009133635,0.03895136,0.5345105,0.001009835,0.0107846,0.02471505,0.05508565,0.1805353],"study_design_scores_gemma":[0.0000292867,0.0001675425,0.7107822,0.0002618056,0.00002598449,0.003360224,0.08558147,0.0001129805,0.000719555,0.0006872459,0.1982452,0.00002657447],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9379106,0.001697564,0.0001750674,0.0008232556,0.00004715665,0.00007524817,0.0003861779,0.00001916453,0.05886569],"genre_scores_gemma":[0.9791819,0.0007020124,0.0003978171,0.00008957968,0.00003207925,0.00003629131,0.0002788588,0.00002215638,0.01925938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05245031,"threshold_uncertainty_score":0.10429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01171848628740669,"score_gpt":0.1971064015174687,"score_spread":0.185387915230062,"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."}}