{"id":"W3000827853","doi":"10.1080/07341512.2019.1680141","title":"Empires of knowledge: introduction","year":2019,"lang":"en","type":"article","venue":"History and Technology","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"State (computer science); Power (physics); Political science; History; Computer 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001371365,0.0007683281,0.0006160061,0.001868373,0.001844618,0.006561765,0.0009959361,0.001623394,0.008002165],"category_scores_gemma":[0.002441527,0.0003343079,0.0003663963,0.002170453,0.0146947,0.00701305,0.002285136,0.003108918,0.0008418289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005113622,"about_ca_system_score_gemma":0.002322399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007955136,"about_ca_topic_score_gemma":0.006781972,"domain_scores_codex":[0.9988455,0.0007010273,0.00004584129,0.0001526617,0.0001490386,0.0001059591],"domain_scores_gemma":[0.9979311,0.001435369,0.000116972,0.0001680071,0.0002485453,0.0001000245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003897405,0.000005513111,0.000209078,0.0001053296,0.000004285711,0.00005335956,0.001312695,0.000227872,0.00002248788,0.9839762,0.007205485,0.006873785],"study_design_scores_gemma":[0.000004723847,0.00001514244,0.0007464674,0.0006070123,0.000004624455,0.0001508097,0.001689948,0.0004244508,0.00004101632,0.6200413,0.3762679,0.00000649111],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009588263,0.392933,0.01407057,0.05155049,0.003857738,0.00006171896,0.0004022091,0.00005340414,0.5274826],"genre_scores_gemma":[0.6417854,0.2277961,0.008835318,0.009537067,0.01047625,0.0002481639,0.0004164457,0.0001371195,0.1007682],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9981554,"threshold_uncertainty_score":0.03710204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01020516746872054,"score_gpt":0.2485913544431473,"score_spread":0.2383861869744267,"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."}}