{"id":"W4391170111","doi":"10.2218/ss.v40.9329","title":"Front Matter","year":2024,"lang":"en","type":"paratext","venue":"Scottish studies","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Front (military); Geology; Oceanography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001679377,0.0003753934,0.0005820978,0.000271953,0.000534368,0.000399451,0.000279196,0.0001244926,0.2223153],"category_scores_gemma":[0.00003233306,0.0003323819,0.0002636159,0.00003315249,0.0005989096,0.0002401549,0.0002280881,0.0004599186,0.6424677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002087276,"about_ca_system_score_gemma":0.00007957003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002541247,"about_ca_topic_score_gemma":0.002465815,"domain_scores_codex":[0.9983344,0.00005335326,0.0003916028,0.0005297149,0.0003958865,0.0002950608],"domain_scores_gemma":[0.999152,0.00009621112,0.0001359868,0.0002587257,0.0003083963,0.00004869301],"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":[0.000005503353,0.00002366695,0.000004105879,0.0006272947,0.0007106698,0.00002267836,0.007604803,8.363294e-7,9.812777e-7,0.006163178,0.9846565,0.0001798167],"study_design_scores_gemma":[0.00007627942,0.00002479946,0.00001297413,0.0005709521,0.0001898681,0.000003765379,0.001172484,3.617537e-7,0.000009012924,0.002645445,0.9949025,0.000391558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00021494,0.182735,8.226861e-7,0.0005881879,0.03956871,0.0001791978,0.00057292,0.00007234743,0.7760679],"genre_scores_gemma":[0.001343696,0.003526291,0.00001706159,0.00108036,0.007504184,0.0001073068,0.0002089195,0.00006576582,0.9861464],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4201525,"threshold_uncertainty_score":0.9999128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05342991471148777,"score_gpt":0.2927980665680348,"score_spread":0.239368151856547,"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."}}