{"id":"W2285548933","doi":"10.1007/s10761-015-0327-0","title":"The Archaeological Study of an Inner Asian Empire: Using new Perspectives and Methods to Study the Medieval Liao Polity","year":2015,"lang":"en","type":"article","venue":"International Journal of Historical Archaeology","topic":"Chinese history and philosophy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Arts and Humanities Research Council","keywords":"Viewshed analysis; Polity; China; Inner mongolia; Empire; Archaeology; Ancient history; Population; Geography; History; Excavation; Capital (architecture); Demography; Cartography; Law; Sociology; Political science","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":[0.00108685,0.0003376379,0.000188445,0.002508436,0.002776485,0.002419128,0.000501288,0.000479646,0.001992542],"category_scores_gemma":[0.001194657,0.0001876846,0.0001436351,0.003671464,0.007005294,0.002101721,0.002284616,0.0007586173,0.00009491127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001832569,"about_ca_system_score_gemma":0.00135371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01430209,"about_ca_topic_score_gemma":0.04863624,"domain_scores_codex":[0.999634,0.0002362547,0.00001347717,0.00003207576,0.0000297093,0.00005448371],"domain_scores_gemma":[0.999406,0.0003142592,0.00009457871,0.00006838246,0.00004175714,0.00007509943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001607389,0.0001190977,0.083992,0.0003513784,0.00007154961,0.002380518,0.81462,0.0003018249,0.004464343,0.04068018,0.000913939,0.05194446],"study_design_scores_gemma":[0.00001606259,0.0001215987,0.2598908,0.0003901195,0.00008507027,0.001253674,0.6897143,0.0007447227,0.001808832,0.005511187,0.04043031,0.00003335332],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750344,0.001324882,0.0006422559,0.0004796116,0.00001905836,0.00002212403,0.00003852844,0.000004550408,0.02243465],"genre_scores_gemma":[0.9971073,0.0006751656,0.000494333,0.00005818316,0.00001743164,0.00001957356,0.00002432551,0.000005459495,0.001598194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01430209,"threshold_uncertainty_score":0.02843767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1240596123576181,"score_gpt":0.4475095523495105,"score_spread":0.3234499399918924,"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."}}