{"id":"W4395451989","doi":"10.1484/j.ms.5.141675","title":"Front Matter","year":2002,"lang":"en","type":"paratext","venue":"Mediaeval Studies","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Front (military); 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":[0.0003399855,0.0009096314,0.001667283,0.0002898996,0.0002491604,0.00006008815,0.0005585329,0.0003870305,0.2202607],"category_scores_gemma":[0.0002616694,0.0007204284,0.0003200437,0.0001852956,0.0005798675,0.00008953807,0.000584518,0.0007931379,0.9858054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006263676,"about_ca_system_score_gemma":0.00004031992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000066924,"about_ca_topic_score_gemma":0.00009119132,"domain_scores_codex":[0.9962027,0.0002255225,0.000639298,0.0008834465,0.001098367,0.0009506835],"domain_scores_gemma":[0.9981167,0.0002990736,0.000378446,0.0007167364,0.0003221107,0.0001669112],"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":[0.00001853611,0.00006844519,0.0001856948,0.0003045042,0.001355278,0.00003897258,0.002526024,0.000007764455,0.00002138541,0.000001081371,0.995073,0.0003993703],"study_design_scores_gemma":[0.0004361874,0.00005116435,0.0003279545,0.0003130627,0.0003178754,0.000009127803,0.0004549449,0.000004552952,0.0000848025,0.00002986237,0.997196,0.0007744432],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005273599,0.2459656,0.000003915436,0.0007197336,0.01516432,0.0005783637,0.001043661,0.0001442485,0.7358528],"genre_scores_gemma":[0.000638201,0.01387587,0.0001672854,0.0007767925,0.004884968,0.0004026733,0.0002619544,0.0004001158,0.9785922],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7655447,"threshold_uncertainty_score":0.9995247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06496950820020166,"score_gpt":0.325399519294224,"score_spread":0.2604300110940224,"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."}}