{"id":"W189658671","doi":"10.1017/cbo9780511559341.001","title":"Preface","year":2003,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Asian Studies and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Politics; Elite; Archipelago; Hierarchy; Political science; Clique; Representation (politics); Order (exchange); Power (physics); Competition (biology); Geography; Genealogy; Political economy; Sociology; History; Law; Social science; Business; Archaeology; Ecology","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":[0.0006446909,0.0006624092,0.0004337574,0.001433495,0.002380571,0.002684922,0.0009281302,0.0009425396,0.3346902],"category_scores_gemma":[0.003116784,0.0002062958,0.0002742415,0.001174679,0.0006606326,0.002290191,0.001440334,0.002889007,0.1729413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001841969,"about_ca_system_score_gemma":0.001292864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00374044,"about_ca_topic_score_gemma":0.005018551,"domain_scores_codex":[0.9996506,0.00005340282,0.00002096576,0.0000733598,0.0001660628,0.00003555363],"domain_scores_gemma":[0.9987543,0.0002293852,0.00004482429,0.0001277085,0.0006360345,0.0002078793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000176208,0.0000180787,0.00008943016,0.00006767844,8.285812e-7,0.00005359409,0.0002146239,0.00004020904,0.0001254407,0.0117145,0.9478683,0.03978985],"study_design_scores_gemma":[0.000001005685,0.000004806213,0.0001615095,0.0000474008,3.510439e-7,0.00003324993,0.00007550481,0.000009808997,0.00003565428,0.001270436,0.9983589,0.000001409239],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001122368,0.006983661,0.002494317,0.01359705,0.05907977,0.0002419209,0.003440839,0.0004825375,0.9125576],"genre_scores_gemma":[0.00571983,0.002899139,0.0008025321,0.002322574,0.006559019,0.0001099216,0.001856133,0.00025498,0.9794758],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3346902,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02818470561556808,"score_gpt":0.216462912561714,"score_spread":0.1882782069461459,"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."}}