{"id":"W1579264451","doi":"10.1353/pgn.2006.0016","title":"'A Great Effusion of Blood': Interpreting Medieval Violence (review)","year":2005,"lang":"en","type":"article","venue":"Parergon","topic":"Historical and Archaeological Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Sociology; Identity (music); History; Literature; Classics; Aesthetics; Philosophy; Art","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001129838,0.00009357004,0.0002139679,0.0000170277,0.0001400548,0.000003271198,0.0001246559,0.00001708242,0.002618911],"category_scores_gemma":[0.0001128529,0.00005904158,0.00007726717,0.00002177185,0.0002372168,0.00004367899,0.0001163255,0.00007602223,0.0001167168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001301639,"about_ca_system_score_gemma":0.000003571859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009049961,"about_ca_topic_score_gemma":0.0002440276,"domain_scores_codex":[0.9993044,0.00003420796,0.0002330624,0.0001359965,0.000142874,0.0001494605],"domain_scores_gemma":[0.9996566,0.00008750596,0.00007312909,0.000086191,0.00005547796,0.00004110976],"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":[0.0001408617,0.0006332474,0.002530148,0.001599856,0.000210755,0.00002402437,0.04752399,0.00001195087,0.001484084,0.0921376,0.03669287,0.8170106],"study_design_scores_gemma":[0.000171805,0.0002115434,0.0001393392,0.002089702,0.00009553407,0.000001369202,0.0002362845,0.00004824727,0.0007463007,0.001041627,0.9950463,0.0001719905],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4492824,0.2066191,0.00006076498,0.004601422,0.001172076,0.0004363799,0.00003331756,0.0002253909,0.3375691],"genre_scores_gemma":[0.9786963,0.01829855,0.0001049282,0.0006611046,0.0004417184,0.00001383026,0.000003073389,0.000005374152,0.001775086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9583534,"threshold_uncertainty_score":0.9982928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02103381481206935,"score_gpt":0.2317389256901689,"score_spread":0.2107051108780995,"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."}}