{"id":"W7164026712","doi":"10.4000/1689f","title":"Volume 5","year":2009,"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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0008840615,0.004008842,0.004037356,0.001337311,0.000663013,0.007131721,0.003747909,0.002605775,0.03812772],"category_scores_gemma":[0.002734569,0.004407709,0.002078451,0.002583663,0.00260034,0.003592308,0.000925308,0.003288228,0.9142988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002283515,"about_ca_system_score_gemma":0.001918701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000685579,"about_ca_topic_score_gemma":0.00002089636,"domain_scores_codex":[0.9829715,0.0003415876,0.003528317,0.00400959,0.004955216,0.004193719],"domain_scores_gemma":[0.9890088,0.0003805526,0.002360555,0.00385659,0.00156167,0.002831839],"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":[0.0005147918,0.001305754,0.0001296687,0.0004371553,0.0006161125,0.0006249057,0.0003680167,0.00005501065,0.0000830497,0.0001689432,0.9225066,0.07319002],"study_design_scores_gemma":[0.001997524,0.001212562,0.0005603979,0.001745429,0.0005453967,0.0003456303,0.0002069554,0.0006631473,0.00009587882,0.0006266952,0.9876074,0.004392969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009371831,0.01327255,0.00009109658,0.0008552533,0.01395202,0.002148037,0.04051475,0.0006111327,0.927618],"genre_scores_gemma":[0.1312222,0.0007024604,0.00007470841,0.0007854516,0.008682035,0.00009584178,0.02864463,0.00144133,0.8283514],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8761711,"threshold_uncertainty_score":0.9990112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01778429960483545,"score_gpt":0.2736821165645007,"score_spread":0.2558978169596652,"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."}}