{"id":"W2625862784","doi":"","title":"Zarrow, Peter – After Empire: The Conceptual Transformation of the Chinese State, 1885-1924","year":2014,"lang":"en","type":"article","venue":"Histoire sociale","topic":"Chinese history and philosophy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Empire; Transformation (genetics); State (computer science); History; Ancient history; Computer science; Chemistry; Programming language","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005918895,0.000121083,0.0001665875,0.000023707,0.001588229,0.0000227264,0.0003581141,0.00008893469,0.0002017008],"category_scores_gemma":[0.0001472514,0.00007284511,0.0002123712,0.00030842,0.001997108,0.0002159806,0.00002418715,0.0001783012,0.00003407306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001644672,"about_ca_system_score_gemma":0.0001880748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000717445,"about_ca_topic_score_gemma":0.006502344,"domain_scores_codex":[0.9985775,0.0004535913,0.0002400921,0.0001330752,0.0004216961,0.0001739903],"domain_scores_gemma":[0.9993448,0.0001338805,0.0001443023,0.0002316386,0.00009406518,0.00005130457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001273854,0.000154586,0.007771325,0.00005099514,0.00003668173,0.000001046279,0.8363625,0.00002193856,0.0003818341,0.1296052,0.008671806,0.01681464],"study_design_scores_gemma":[0.000495514,0.00004201921,0.02884752,0.00002305112,0.00003446314,7.465225e-7,0.00144243,0.00001950758,0.00003588269,0.08871763,0.8800905,0.0002506739],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7413866,0.0003650618,0.00009203851,0.006221193,0.002080607,0.000362964,0.00003649091,0.00005586467,0.2493992],"genre_scores_gemma":[0.9941747,0.0000048321,0.00001045955,0.0008553825,0.0005150887,0.00002778893,0.000003818752,0.00001211635,0.004395858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8714188,"threshold_uncertainty_score":0.9997116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01117372017184107,"score_gpt":0.2451672489175813,"score_spread":0.2339935287457403,"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."}}