{"id":"W4321790291","doi":"10.1093/ehr/cead014","title":"Beyond the Great War: Making Peace in a Disordered World, ed. Norman Ingram and Carl Bouchard","year":2023,"lang":"en","type":"article","venue":"The English Historical Review","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History; World War II; Classics; Sociology; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006052051,0.0002101803,0.0005291463,0.0000533221,0.002134019,0.00006716503,0.0003338905,0.00003044431,0.0002776144],"category_scores_gemma":[0.0004013692,0.0001013565,0.00023626,0.0004760628,0.0001919187,0.0001008636,0.000183494,0.0003749994,0.00007477294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001412544,"about_ca_system_score_gemma":0.00001079292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009775455,"about_ca_topic_score_gemma":0.007786615,"domain_scores_codex":[0.9984913,0.0001920581,0.00040467,0.0002612177,0.0003036892,0.0003470487],"domain_scores_gemma":[0.9991412,0.0002944162,0.0001171879,0.0002737727,0.0001109928,0.00006240313],"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":[0.00000669572,0.00003025333,0.0001583814,0.0004005927,0.00006146217,0.000009495429,0.125512,0.000001666771,2.188395e-7,0.0154279,0.8246261,0.03376531],"study_design_scores_gemma":[0.00009046169,0.00002068751,0.00004636576,0.0002408799,0.0001493497,4.33702e-7,0.00173214,0.000017861,1.948597e-8,0.0009543909,0.9965816,0.0001658725],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008739993,0.8599351,0.000002271254,0.09995236,0.001697347,0.0008053322,0.00001218399,0.0002686147,0.02858679],"genre_scores_gemma":[0.1160472,0.7839055,0.00001343792,0.005530415,0.002743656,0.0004081166,0.00002308568,0.00006074795,0.09126785],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1719555,"threshold_uncertainty_score":0.9991651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02795412649624454,"score_gpt":0.2442810251690004,"score_spread":0.2163268986727559,"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."}}