{"id":"W7164007618","doi":"10.4000/16891","title":"Volume 2","year":2006,"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":[0.0007644575,0.003986263,0.003813253,0.001331875,0.0006883473,0.00722815,0.003331999,0.002585852,0.03289035],"category_scores_gemma":[0.001594351,0.004425972,0.002075499,0.002513261,0.003687424,0.003172491,0.001403174,0.002892056,0.9074839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00247536,"about_ca_system_score_gemma":0.00177846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005521869,"about_ca_topic_score_gemma":0.00009826136,"domain_scores_codex":[0.9827113,0.000320237,0.003799339,0.00399234,0.005001446,0.004175365],"domain_scores_gemma":[0.9899002,0.000464827,0.002554757,0.003596217,0.001593928,0.001890032],"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":[0.0003194543,0.00130469,0.0007215571,0.0008382818,0.0006241848,0.0005942996,0.0001490371,0.00016467,0.00007569831,0.0001453598,0.9844873,0.01057549],"study_design_scores_gemma":[0.002014397,0.0004958865,0.0006396181,0.001301852,0.0005642663,0.0002422184,0.0001254315,0.000946303,0.0001009043,0.0003390576,0.9888241,0.004405982],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001432579,0.01039925,0.0001432104,0.0003231127,0.01842024,0.001960192,0.09034745,0.0005564634,0.8764175],"genre_scores_gemma":[0.1187167,0.0001531602,0.00005417586,0.0002025742,0.00991872,0.0001822985,0.06591199,0.001946137,0.8029142],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8745936,"threshold_uncertainty_score":0.9994083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01397635953576895,"score_gpt":0.2566419195924901,"score_spread":0.2426655600567211,"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."}}