{"id":"W2321207102","doi":"10.2307/3557560","title":"From Stewards to Bureaucrats: Architecture and Information Flow at Chan Chan, Peru","year":2003,"lang":"en","type":"article","venue":"Latin American Antiquity","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Bureaucracy; Architecture; Politics; Premise; Stewardship (theology); Administration (probate law); Commodity; Information flow; Argument (complex analysis); Economy; Public administration; Sociology; History; Economics; Political science; Law; Archaeology; Market economy; Philosophy","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":[0.0001082925,0.0001274405,0.0001717127,0.00004076461,0.000287323,0.00001256385,0.00007737227,0.00003088501,0.001085953],"category_scores_gemma":[0.00004499612,0.0001017135,0.00002667621,0.0001454607,0.0004097218,0.000148658,0.00005415449,0.00009965145,0.0002314668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006972215,"about_ca_system_score_gemma":0.000006765382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001498812,"about_ca_topic_score_gemma":0.002298422,"domain_scores_codex":[0.9992152,0.00007011631,0.0001254762,0.0001870518,0.0001515912,0.0002505033],"domain_scores_gemma":[0.9996268,0.00005934736,0.00006664585,0.0001120884,0.000006076684,0.0001291032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000047944,0.000008350974,0.8275302,0.000006240893,0.00001902787,0.000003010501,0.005566214,0.000646295,0.00006342562,0.00005155161,0.0003330279,0.1657247],"study_design_scores_gemma":[0.0001394694,0.0001754544,0.9320252,0.000007079097,0.000007542429,0.000003586119,0.00103469,0.0004865792,0.0002765791,0.0003429523,0.06533962,0.0001612441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912801,0.0001404709,0.0009048961,0.0009303124,0.0001017709,0.0001375385,0.0001978406,0.00002958014,0.006277463],"genre_scores_gemma":[0.9929278,0.000148041,0.00473372,0.001761562,0.00004727237,0.000001735526,0.0001081047,0.000001994418,0.0002697458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1655634,"threshold_uncertainty_score":0.9998272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006109977028110739,"score_gpt":0.1986282231418201,"score_spread":0.1925182461137093,"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."}}