{"id":"W2117172256","doi":"10.1111/j.1468-229x.2009.453_21.x","title":"<i>Contesting the German Empire, 1871–1918</i> By Matthew Jefferies","year":2009,"lang":"en","type":"article","venue":"History","topic":"European Political History Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"MacEwan University","funders":"","keywords":"German; Armour; Empire; Citation; Classics; History; Library science; Law; Political science; Computer science; Archaeology","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":["insufficient_payload"],"category_scores_codex":[0.0001956887,0.0001688411,0.00019846,0.00005500405,0.0005084165,0.00004916198,0.0003011648,0.00002480785,0.003005375],"category_scores_gemma":[0.00005959887,0.0001261815,0.0001359318,0.00002185837,0.0007207417,0.0001718203,0.00002401358,0.0002054626,0.00089205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002877609,"about_ca_system_score_gemma":0.00003180288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001194549,"about_ca_topic_score_gemma":0.00009774449,"domain_scores_codex":[0.9989387,0.000114503,0.0002532623,0.0002167129,0.000189826,0.0002869924],"domain_scores_gemma":[0.9992563,0.0001127165,0.00009429158,0.0003878689,0.00006042884,0.00008842947],"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":[0.000006466786,0.00004888678,0.000009983605,0.00001061683,0.00001569425,0.00001410243,0.02365903,3.193885e-7,0.0003022964,0.2440741,0.7305179,0.001340601],"study_design_scores_gemma":[0.00008286708,0.00004917588,0.00007798284,0.00001561006,0.00005506643,0.000003288339,0.0002821216,0.0000137304,0.00002212074,0.001064227,0.9981591,0.000174784],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01774532,0.008164433,0.00001436109,0.001479286,0.0005835854,0.00009153071,0.00001879245,0.0002606841,0.971642],"genre_scores_gemma":[0.6216546,0.00001358995,0.00002376887,0.01320245,0.0006192618,0.000006538829,0.00001238784,0.00002965973,0.3644378],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6072043,"threshold_uncertainty_score":0.9998859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0335475928570486,"score_gpt":0.2213580373941031,"score_spread":0.1878104445370545,"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."}}