{"id":"W7163990276","doi":"10.4000/16890","title":"Volume 1","year":2005,"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":[0.0008890509,0.004005215,0.003812283,0.001322584,0.0006648918,0.00657206,0.003807749,0.002608674,0.1134062],"category_scores_gemma":[0.002562878,0.004439866,0.002058927,0.002225248,0.003421412,0.004350715,0.00163451,0.003359902,0.9585758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00305498,"about_ca_system_score_gemma":0.002081105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001105303,"about_ca_topic_score_gemma":0.00007985512,"domain_scores_codex":[0.9826513,0.0003134542,0.003708852,0.004032828,0.005001739,0.004291841],"domain_scores_gemma":[0.9888468,0.0004771423,0.002387208,0.003862513,0.001520894,0.002905417],"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":[0.0004460972,0.001237835,0.0002274992,0.0005479394,0.0009134448,0.0002987675,0.0004926825,0.0001305905,0.00006688472,0.0001533641,0.9300631,0.06542177],"study_design_scores_gemma":[0.002098061,0.0005220675,0.0002444032,0.001393632,0.000562819,0.0003395526,0.0002826357,0.001396676,0.00009220799,0.0001134627,0.9885333,0.004421232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008727729,0.0161942,0.00007517196,0.0009140121,0.01671182,0.002021062,0.06538489,0.0005666286,0.8972594],"genre_scores_gemma":[0.14171,0.0008382918,0.0001025119,0.0005116279,0.01838549,0.0001933359,0.02631686,0.002011721,0.8099301],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8451696,"threshold_uncertainty_score":0.9992907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01916107434760251,"score_gpt":0.2760694765766805,"score_spread":0.256908402229078,"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."}}