{"id":"W4395451990","doi":"10.1484/j.ms.5.141673","title":"Front Matter","year":2001,"lang":"en","type":"paratext","venue":"Mediaeval Studies","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Front (military); Art; History; Geology; Oceanography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004372449,0.0009122436,0.00168126,0.0002999548,0.0002506646,0.00005973958,0.0005679991,0.0003896737,0.1386027],"category_scores_gemma":[0.0002638593,0.0007208292,0.0003106848,0.0002307367,0.0005716257,0.00009166382,0.0006187635,0.0007751494,0.9747714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00069117,"about_ca_system_score_gemma":0.00009276751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001481001,"about_ca_topic_score_gemma":0.0002417253,"domain_scores_codex":[0.9961596,0.0002259724,0.0006438849,0.0008900522,0.00107211,0.001008442],"domain_scores_gemma":[0.9980749,0.0002958612,0.0003802649,0.0007109407,0.0003637116,0.0001742483],"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":[0.00004151786,0.00006239118,0.0005162075,0.0002401351,0.001385422,0.0000686608,0.001647938,0.00001046895,0.00002638116,0.000001268427,0.9955677,0.0004318971],"study_design_scores_gemma":[0.000467828,0.00005104071,0.0005630182,0.0003200427,0.0003201394,0.00001684456,0.0006970664,0.000001558821,0.00007876805,0.00006192682,0.9966518,0.0007699236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00111445,0.1813829,0.000009956902,0.0007960981,0.01675469,0.00063571,0.0008712131,0.0001561361,0.7982788],"genre_scores_gemma":[0.0004251025,0.01664054,0.0001635339,0.000909624,0.00604816,0.0004161269,0.0004524044,0.0004062552,0.9745383],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8361687,"threshold_uncertainty_score":0.9995243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05666039640466723,"score_gpt":0.3403567053150162,"score_spread":0.2836963089103489,"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."}}