{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008068871,0.00210941,0.001018915,0.002293018,0.003463047,0.008765629,0.001303041,0.006130298,0.9400807],"category_scores_gemma":[0.003073554,0.0007817415,0.0004435056,0.002461003,0.001975818,0.006961748,0.002598093,0.002434184,0.8840886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001415797,"about_ca_system_score_gemma":0.001791423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007524402,"about_ca_topic_score_gemma":0.01145047,"domain_scores_codex":[0.9995486,0.00005287099,0.00002093454,0.0001349318,0.0001356583,0.0001069754],"domain_scores_gemma":[0.9976434,0.0007290214,0.0001253177,0.0001835941,0.0005600513,0.0007585107],"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":[0.00008484582,0.00009383375,0.0006958137,0.0001934329,0.000005252682,0.0001983439,0.00029736,0.00006067006,0.0002634729,0.01467549,0.844717,0.1387145],"study_design_scores_gemma":[0.00002364113,0.00002226059,0.001293832,0.0002543213,0.000005745331,0.0001477936,0.0005673322,0.00007231116,0.0001361112,0.001566559,0.9959015,0.000008560821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009469634,0.0003503457,0.0001180191,0.002283344,0.0008984363,0.0000221073,0.00106899,0.0002623606,0.9940494],"genre_scores_gemma":[0.001746699,0.0002562864,0.00008331655,0.000343409,0.0001153869,0.00001340907,0.0002943976,0.00009238585,0.9970546],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0599193,"threshold_uncertainty_score":0.08546764,"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."}}