{"id":"W4395451935","doi":"10.1484/j.ms.5.141679","title":"Front Matter","year":2004,"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","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":[0.0003767278,0.0009091997,0.001628514,0.000278334,0.0002457955,0.0000578106,0.0005498416,0.0003896059,0.06878524],"category_scores_gemma":[0.0002426654,0.0007187985,0.00032179,0.0001810805,0.0006534697,0.00009143168,0.0005998778,0.0007914919,0.9729657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001408128,"about_ca_system_score_gemma":0.0002299253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001918266,"about_ca_topic_score_gemma":0.0002356569,"domain_scores_codex":[0.9963211,0.0001563507,0.000627682,0.0008813752,0.001079268,0.0009342641],"domain_scores_gemma":[0.9982557,0.0001997935,0.0003706412,0.0006690613,0.0003376755,0.0001671458],"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":[0.00003459263,0.00006616435,0.0001161073,0.0004319054,0.001377455,0.00004622898,0.002747708,0.00005074585,0.00003626715,0.000004427819,0.9949371,0.0001512906],"study_design_scores_gemma":[0.0007210394,0.00006310428,0.0004896175,0.000627364,0.0003371461,0.00001053938,0.0006064834,4.329233e-7,0.0002406043,0.0002142422,0.9958711,0.0008183268],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001286587,0.2512417,0.00001463618,0.001230351,0.02280995,0.0009315685,0.001479767,0.0002109996,0.7207944],"genre_scores_gemma":[0.001707061,0.007910897,0.0003553014,0.001113335,0.005696833,0.0005303948,0.0005513635,0.000523638,0.9816112],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9041804,"threshold_uncertainty_score":0.9995263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04674230997581699,"score_gpt":0.332303709659803,"score_spread":0.2855613996839861,"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."}}