{"id":"W2503129339","doi":"10.1057/9780230504806_40","title":"Empires at War","year":2005,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"World Wars: History, Literature, and Impact","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Empire; Indigenous; White (mutation); China; Ancient history; Spanish Civil War; History; Geography; Ethnology; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004386866,0.0007030326,0.0007210216,0.0003440372,0.001038385,0.0001198298,0.0007269335,0.000786667,0.004368783],"category_scores_gemma":[0.00006456378,0.0006806404,0.000565665,0.00003206854,0.0008567,0.000002127364,0.0001544411,0.0005818448,0.001371071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00116037,"about_ca_system_score_gemma":0.0004173263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005492343,"about_ca_topic_score_gemma":0.009100259,"domain_scores_codex":[0.9967015,0.000111226,0.0005491068,0.000763915,0.0009793829,0.0008948322],"domain_scores_gemma":[0.9979513,0.0001469664,0.0003813003,0.0007876721,0.0001599817,0.0005727211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000508349,6.46699e-7,0.0001373026,0.00003158461,0.0001284322,0.00008381558,0.01923384,3.12705e-7,0.00003644515,0.9534515,0.008032803,0.01881247],"study_design_scores_gemma":[0.0002221505,0.00005989218,0.0001114695,0.0001284644,0.00007394415,0.000007618909,0.0001033526,5.904187e-7,0.00002574432,0.2836879,0.7149085,0.0006704623],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0002378947,0.007621218,0.000002062498,0.0002521858,0.001390684,0.0005696266,0.00021983,0.0002554503,0.9894511],"genre_scores_gemma":[0.5959378,0.0004756184,0.00008576965,0.0006688334,0.002742667,0.00001154843,0.00006382009,0.00009878156,0.3999152],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7068756,"threshold_uncertainty_score":0.9995645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0219715362565819,"score_gpt":0.2678795231034919,"score_spread":0.24590798684691,"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."}}