{"id":"W2963082119","doi":"10.1111/ojoa.12175","title":"Methods of Palaeodemography: The Case of the Iberian <i>Oppida</i> and Roman Cities in North‐East Spain","year":2019,"lang":"en","type":"article","venue":"Oxford Journal of Archaeology","topic":"Archaeological and Historical Studies","field":"Arts and Humanities","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Urbanism; CONQUEST; Archaeology; Population; Geography; Roman history; Excavation; Classical archaeology; Ancient history; Archaeological evidence; History; Demography; Architecture; Sociology","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":[0.004900341,0.0004180769,0.0004613281,0.008931773,0.001236854,0.003434025,0.001418376,0.0006489475,0.003361511],"category_scores_gemma":[0.006995858,0.0002346485,0.0002642981,0.01108843,0.002089398,0.0007863449,0.002999909,0.0005721822,0.0003121991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003946094,"about_ca_system_score_gemma":0.001847913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04492159,"about_ca_topic_score_gemma":0.0688556,"domain_scores_codex":[0.9964023,0.002882222,0.0001418427,0.0002239477,0.0001484074,0.0002013782],"domain_scores_gemma":[0.9960606,0.002356744,0.0004997897,0.0004055554,0.0005665239,0.0001108378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003469616,0.000248524,0.1536296,0.001536509,0.0001895638,0.003322498,0.2595809,0.003523732,0.001031285,0.084415,0.006327414,0.4858481],"study_design_scores_gemma":[0.00009565592,0.0001096622,0.3823872,0.002660204,0.0001133421,0.0017924,0.3237817,0.003525035,0.001000695,0.02421764,0.2602381,0.00007839672],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8042593,0.03172607,0.02138114,0.002518188,0.0001960316,0.000569007,0.001228835,0.00007643485,0.138045],"genre_scores_gemma":[0.963698,0.005223425,0.02152256,0.0001903551,0.00006440595,0.0005333843,0.0005814655,0.00003801601,0.008148236],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04492159,"threshold_uncertainty_score":0.08932018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02242850036648231,"score_gpt":0.2417867885285838,"score_spread":0.2193582881621015,"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."}}