{"id":"W2904630683","doi":"","title":"Warfare and politics in medieval Germany [Book Review]","year":2014,"lang":"en","type":"article","venue":"The Journal of Australian Early Medieval Association","topic":"Historical and Archaeological Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Publishing; Classics; Variety (cybernetics); Media studies; Art; Political science; Art history; Religious studies; Sociology; Law; Philosophy; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003827357,0.0005653465,0.0008344193,0.002759071,0.0003526929,0.001742272,0.0004963289,0.001063754,0.007801551],"category_scores_gemma":[0.001719123,0.0002801292,0.0003189736,0.00508137,0.0006286803,0.001478733,0.0006963162,0.0009875887,0.001494789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001083816,"about_ca_system_score_gemma":0.002548715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006694059,"about_ca_topic_score_gemma":0.01557852,"domain_scores_codex":[0.9998094,0.00004773042,0.00002428439,0.00002748891,0.00006561055,0.00002546361],"domain_scores_gemma":[0.9995047,0.0002703835,0.0001018201,0.00001041791,0.00007784669,0.00003487986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007365525,0.00003340539,0.0005235469,0.02337973,0.0001703024,0.0001708334,0.0005409966,0.0002000359,0.0001707179,0.005007876,0.3574644,0.6122645],"study_design_scores_gemma":[0.00001184707,0.0000396603,0.006941343,0.01448524,0.0001361203,0.0007169718,0.0003934945,0.00001984543,0.00005607103,0.000635971,0.9765479,0.00001551439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000111182,0.9978847,0.000005982768,0.0007223469,0.0002939506,0.000001095591,0.00001779884,0.000001264874,0.0009617157],"genre_scores_gemma":[0.001540411,0.9964091,0.00001331553,0.0006811953,0.0004919972,0.00000386399,0.0000317009,0.000001195242,0.0008270847],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007801551,"threshold_uncertainty_score":0.02609885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03139581648610405,"score_gpt":0.2545056707735777,"score_spread":0.2231098542874737,"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."}}