{"id":"W4395452133","doi":"10.1484/j.ms.5.141671","title":"Front Matter","year":2000,"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":[0.0003368093,0.0009022612,0.001654437,0.0002824809,0.0002483261,0.00005951597,0.0005580963,0.0003826694,0.2897547],"category_scores_gemma":[0.0001151233,0.0007135368,0.0003154989,0.0001766161,0.0005937053,0.00008881162,0.0003587276,0.000761777,0.985273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005323621,"about_ca_system_score_gemma":0.0001032721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001098813,"about_ca_topic_score_gemma":0.0001264086,"domain_scores_codex":[0.9962763,0.0002357503,0.0006389499,0.0008886148,0.001020077,0.0009403528],"domain_scores_gemma":[0.9983947,0.0002589629,0.0002763774,0.0007025058,0.0002035893,0.0001638566],"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":[0.00006626597,0.00005721284,0.0001194709,0.0002293445,0.001292961,0.00003564161,0.002155126,0.00001692896,0.00001692059,6.457025e-7,0.9951287,0.0008807942],"study_design_scores_gemma":[0.0004345298,0.00004988763,0.0004519496,0.0003237612,0.000310155,0.000008833046,0.0003447775,0.000001322493,0.0000959274,0.00005331172,0.9971642,0.0007613573],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001545999,0.1760377,0.000001420177,0.0005585175,0.010014,0.0005827591,0.001372164,0.0001432716,0.8097441],"genre_scores_gemma":[0.0006047239,0.01600146,0.0001250943,0.000995214,0.004862973,0.0004155464,0.0005252194,0.000403809,0.9760659],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6955183,"threshold_uncertainty_score":0.9995316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04375822768559883,"score_gpt":0.3278766426957279,"score_spread":0.284118415010129,"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."}}