{"id":"W4386335675","doi":"10.1353/arn.2023.a905660","title":"Four Epigrams","year":2023,"lang":"en","type":"article","venue":"Arion","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wife; Art; Art history; Bachelor; Theology; Philosophy; History; Archaeology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009234808,0.00002660704,0.00003065883,0.00005346118,0.0001905669,0.00003962069,0.00004368517,0.0000107362,0.001748291],"category_scores_gemma":[0.00002094994,0.00002553411,0.0000259571,0.00003021439,0.0000345716,0.0001288176,0.00001187737,0.00003201031,0.004329571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001224467,"about_ca_system_score_gemma":0.000006787914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002460483,"about_ca_topic_score_gemma":0.001844517,"domain_scores_codex":[0.9997322,0.000009310413,0.00004955937,0.00005976087,0.0000867,0.00006249799],"domain_scores_gemma":[0.9998695,0.00002278678,0.00001463002,0.00005040975,0.00002779985,0.00001493624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003529653,0.00001230749,0.0004395442,0.000004967192,0.00000689406,0.00001032286,0.003667311,0.000004374178,0.00005408753,0.7842399,0.206965,0.004591786],"study_design_scores_gemma":[0.00005657348,0.000009753413,0.004875143,0.0000033826,0.000003005206,5.620287e-7,0.0001309085,0.00004776079,0.00002366292,0.01752695,0.9772812,0.00004112934],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6710139,0.00006910261,0.00001222298,0.0007948145,0.00214294,0.00006230368,0.000007371112,0.0003137342,0.3255836],"genre_scores_gemma":[0.901172,0.000009027554,0.000006055038,0.0001516889,0.0003579048,0.000004376967,0.00002145136,0.000003717562,0.09827371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7703162,"threshold_uncertainty_score":0.9991642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0958696799099228,"score_gpt":0.2349524950290229,"score_spread":0.1390828151191001,"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."}}