{"id":"W7164045484","doi":"10.4000/165kp","title":"Volume 13","year":2020,"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":[0.0005516907,0.004101202,0.00450155,0.0007890587,0.0006155418,0.007333549,0.004267946,0.002183298,0.04938629],"category_scores_gemma":[0.005274312,0.004590121,0.002232483,0.00318943,0.003230628,0.003291707,0.002532471,0.004004327,0.9504108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001717163,"about_ca_system_score_gemma":0.002433136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001286353,"about_ca_topic_score_gemma":0.00003472493,"domain_scores_codex":[0.9823726,0.0003956232,0.003647918,0.004734789,0.00519821,0.00365085],"domain_scores_gemma":[0.988292,0.0005355337,0.002414473,0.003025788,0.001352855,0.004379304],"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":[0.0007996582,0.0006805923,0.0003778162,0.001470799,0.001319621,0.00111628,0.001134269,0.000057201,0.0001589975,0.0001188448,0.9801666,0.01259929],"study_design_scores_gemma":[0.002172175,0.0009942037,0.0002057223,0.001317285,0.0007020112,0.0002000613,0.0005518532,0.002502906,0.0001285559,0.0002126676,0.9866044,0.004408168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007398219,0.008813377,0.0001460711,0.002711232,0.01914881,0.002450482,0.09007637,0.0007730357,0.8751408],"genre_scores_gemma":[0.2510966,0.0006254648,0.00006032101,0.001457816,0.0133441,0.0002388832,0.04491832,0.002713413,0.685545],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9010245,"threshold_uncertainty_score":0.999482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02635213477900537,"score_gpt":0.26740535633248,"score_spread":0.2410532215534746,"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."}}