{"id":"W7164008941","doi":"10.4000/165kq","title":"Volume 17","year":2024,"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":[0.001008562,0.004212467,0.003722736,0.001786448,0.000500829,0.01453805,0.003493801,0.002547637,0.06398347],"category_scores_gemma":[0.002001018,0.004361648,0.002592275,0.003462619,0.003457015,0.00295956,0.002723633,0.004689956,0.9744518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002713719,"about_ca_system_score_gemma":0.002578341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009613342,"about_ca_topic_score_gemma":0.00004323393,"domain_scores_codex":[0.9822578,0.0002407524,0.003511118,0.005006479,0.005037854,0.003945954],"domain_scores_gemma":[0.9907238,0.000513048,0.001275849,0.003691308,0.001193384,0.002602546],"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":[0.0003202667,0.0006239794,0.0000544349,0.002842133,0.001932337,0.001933798,0.0008485507,0.00004320981,0.0001180106,0.0003598988,0.9794536,0.01146973],"study_design_scores_gemma":[0.0009456847,0.0004867338,0.00005414514,0.004884694,0.0013224,0.0005091619,0.0004377907,0.001508899,0.0000767102,0.001006228,0.9844767,0.004290832],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007106256,0.04135332,0.00003724169,0.001061697,0.04074494,0.001868215,0.1057711,0.0009670906,0.8074858],"genre_scores_gemma":[0.07287751,0.0006655955,0.00002828308,0.0003703086,0.01184791,0.0002821002,0.02943805,0.002788678,0.8817016],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9104683,"threshold_uncertainty_score":0.999255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02111433724374247,"score_gpt":0.2867915828806976,"score_spread":0.2656772456369551,"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."}}