{"id":"W3135394369","doi":"10.1080/00934690.2021.1877958","title":"A Changing Cityscape in Central Italy: The Gabii Project Excavations, 2012–2018","year":2021,"lang":"en","type":"article","venue":"Journal of Field Archaeology","topic":"Ancient Mediterranean Archaeology and History","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Cityscape; Elite; Excavation; Urbanism; Settlement (finance); Archaeology; Architecture; Human settlement; History; Geography; Politics; Political science; Art","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004322403,0.00009116791,0.000217583,0.0003202041,0.0001909728,0.000009133882,0.0002188928,0.00006619583,0.002219435],"category_scores_gemma":[0.0001977091,0.00006392816,0.0001166973,0.00007777964,0.0006862331,0.0001796732,0.0001125939,0.0005221948,0.00001277012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003358873,"about_ca_system_score_gemma":0.0002079553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003478928,"about_ca_topic_score_gemma":0.003591469,"domain_scores_codex":[0.9988753,0.000174946,0.0003642098,0.0001081311,0.0001347664,0.0003426226],"domain_scores_gemma":[0.9991826,0.0003349553,0.0001906425,0.0001332664,0.0001172656,0.00004124618],"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":[0.0001917103,0.0001758199,0.008250595,0.00005210991,0.0001045816,0.0008974562,0.7300296,0.00001506815,0.0001352593,0.203263,0.04959197,0.007292815],"study_design_scores_gemma":[0.0006796475,0.0003334982,0.004013392,0.00007612583,0.00003357379,0.0005812972,0.01877674,0.00006915953,0.0001662205,0.009107327,0.9660192,0.0001438783],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9053746,0.006290127,0.001486156,0.05017009,0.008069973,0.0002343999,0.00000786624,0.00002252859,0.02834419],"genre_scores_gemma":[0.9872473,0.0002515721,0.000200272,0.003485866,0.001664781,0.000005111758,0.000003590802,0.000007374621,0.007134124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9164272,"threshold_uncertainty_score":0.9986927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0364194142331758,"score_gpt":0.2464271117685093,"score_spread":0.2100076975353335,"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."}}