{"id":"W4319659742","doi":"10.1017/9781108878142.002","title":"Prologue","year":2023,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"World Wars: History, Literature, and Impact","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Prologue; Content (measure theory); Computer science; Art; Mathematics; Literature","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":[],"consensus_categories":[],"category_scores_codex":[0.001283886,0.001125689,0.0007024228,0.00281974,0.001409125,0.005956058,0.001435709,0.0009064966,0.5821927],"category_scores_gemma":[0.006953374,0.0005796935,0.0007230755,0.002593895,0.0005657977,0.004403931,0.002172648,0.001628854,0.4030216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002726633,"about_ca_system_score_gemma":0.002607835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006349217,"about_ca_topic_score_gemma":0.006084482,"domain_scores_codex":[0.9989529,0.0002470035,0.0001006994,0.0001868177,0.000389229,0.0001232712],"domain_scores_gemma":[0.998148,0.000540256,0.0000722234,0.0002084258,0.0008705663,0.0001606687],"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":[0.00007590032,0.0000226953,0.00008665369,0.0004700915,0.000005075586,0.0000685761,0.00006313366,0.0001644928,0.000235522,0.01401811,0.9168845,0.06790507],"study_design_scores_gemma":[0.00001323829,0.000006755406,0.00005948078,0.000101101,0.000002825805,0.0000497832,0.00004187311,0.00007239077,0.0001942489,0.002923385,0.9965282,0.000006778018],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001289012,0.003141089,0.02146761,0.008601232,0.004193985,0.00112436,0.08743858,0.01639411,0.8563501],"genre_scores_gemma":[0.01481325,0.005458334,0.02663944,0.004755337,0.00201201,0.0009795269,0.1078988,0.01638848,0.8210549],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5821927,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03338963326199587,"score_gpt":0.2314358960459049,"score_spread":0.198046262783909,"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."}}