{"id":"W4395474883","doi":"10.1484/j.ms.5.141681","title":"Front Matter","year":2005,"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":[0.0004376135,0.000901194,0.001621766,0.0002838052,0.000232544,0.00005694929,0.0005657037,0.0003834226,0.1343087],"category_scores_gemma":[0.0002264456,0.00071376,0.0003127814,0.0001565043,0.0005491452,0.0001068179,0.0006214709,0.0007895351,0.9805993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008193275,"about_ca_system_score_gemma":0.0001024023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008893011,"about_ca_topic_score_gemma":0.0003879049,"domain_scores_codex":[0.9962525,0.0002036055,0.0006624556,0.0008651061,0.001064404,0.0009519365],"domain_scores_gemma":[0.9981648,0.0002775525,0.0003804174,0.0006835473,0.0003255844,0.0001681316],"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":[0.00003439416,0.00006220827,0.0001568455,0.0002156443,0.001305556,0.00001925079,0.002062433,0.00002058308,0.00003170449,0.000001828107,0.9951551,0.0009344388],"study_design_scores_gemma":[0.0004514571,0.00004049078,0.0005570606,0.000277369,0.0003108511,0.000007864955,0.0004947185,0.000002441348,0.0001373698,0.00002589869,0.9969333,0.0007611936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006781047,0.235384,0.000005019458,0.001301723,0.01329122,0.0006096875,0.001099394,0.0001523077,0.7474786],"genre_scores_gemma":[0.0008472924,0.01074568,0.0003763465,0.001262833,0.01112786,0.0004172916,0.0004042468,0.0004145038,0.9744039],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8462906,"threshold_uncertainty_score":0.9995313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04832641897314054,"score_gpt":0.3382329040752792,"score_spread":0.2899064851021387,"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."}}