{"id":"W7164022504","doi":"10.4000/1689j","title":"Volume 9","year":2013,"lang":"","type":"paratext","venue":"Digital Medievalist","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0006379127,0.00400717,0.003894139,0.001204795,0.0006365214,0.01042133,0.003977119,0.002647385,0.1818783],"category_scores_gemma":[0.002961399,0.00417935,0.001848333,0.00204459,0.003783106,0.0054572,0.001963063,0.003161574,0.9850737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002012988,"about_ca_system_score_gemma":0.001685877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003335533,"about_ca_topic_score_gemma":0.00001832762,"domain_scores_codex":[0.9832026,0.000350098,0.003549604,0.003932446,0.004678331,0.004286958],"domain_scores_gemma":[0.9873322,0.0005375008,0.002511539,0.004126473,0.002291799,0.00320053],"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":[0.0001805,0.0008753738,0.0002924497,0.000876558,0.0009765886,0.0001950587,0.000431104,0.00002573271,0.0001229246,0.0001690377,0.9726567,0.02319803],"study_design_scores_gemma":[0.001672137,0.0005972359,0.0003423835,0.00147425,0.0004487587,0.0002204088,0.0003916918,0.001551186,0.00009182468,0.0003513119,0.9885424,0.004316432],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002572745,0.009969376,0.00007977097,0.0005935953,0.02317422,0.003352881,0.04290826,0.0005446392,0.9168045],"genre_scores_gemma":[0.1061833,0.0005088766,0.00006634725,0.0003847559,0.007657419,0.0005085912,0.02518845,0.002074822,0.8574275],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8031955,"threshold_uncertainty_score":0.9991382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01879697258048289,"score_gpt":0.2602468859252243,"score_spread":0.2414499133447414,"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."}}