{"id":"W4395452061","doi":"10.1484/j.ms.5.141677","title":"Front Matter","year":2003,"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":[0.0004859833,0.0009066121,0.001653868,0.0002566074,0.0002457613,0.00005499686,0.0004500254,0.0003844948,0.1668272],"category_scores_gemma":[0.0002919999,0.0007182548,0.0003013911,0.0001924006,0.0005550765,0.00007922208,0.0003404732,0.0007332637,0.9781678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006514001,"about_ca_system_score_gemma":0.0001132247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004969364,"about_ca_topic_score_gemma":0.00009095444,"domain_scores_codex":[0.9962547,0.0003420936,0.0006266127,0.0008791278,0.0009488707,0.0009485764],"domain_scores_gemma":[0.9981653,0.0002516677,0.0003725993,0.0006977257,0.000346744,0.0001659322],"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":[0.00002290842,0.00005527906,0.0002869297,0.00029191,0.001358579,0.00002034035,0.001406959,0.000006947662,0.00003105736,0.000003397212,0.9964244,0.00009131791],"study_design_scores_gemma":[0.0004472665,0.00004539869,0.0002034922,0.0002416145,0.0003149076,0.000009993552,0.0005862804,5.678623e-7,0.0002056681,0.00004861493,0.9971268,0.0007693643],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006405877,0.1875596,0.000007653259,0.0004139304,0.01929075,0.0006022435,0.0008128289,0.0000694586,0.7906029],"genre_scores_gemma":[0.0001441849,0.00740727,0.0003937961,0.001289173,0.002362504,0.0004221822,0.0002843416,0.0003960166,0.9873005],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8113407,"threshold_uncertainty_score":0.9995269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05109868841796802,"score_gpt":0.3322222843230442,"score_spread":0.2811235959050762,"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."}}