{"id":"W7164010417","doi":"10.4000/1689i","title":"Volume 8","year":2013,"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":[0.0006381262,0.004007948,0.003895145,0.001204334,0.0006364638,0.01042469,0.003981783,0.002648094,0.1829796],"category_scores_gemma":[0.002961645,0.004180152,0.001848405,0.002042777,0.003783246,0.005456048,0.001963933,0.003163417,0.9851736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002013664,"about_ca_system_score_gemma":0.001687443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003442031,"about_ca_topic_score_gemma":0.00001837383,"domain_scores_codex":[0.9832022,0.0003501203,0.003549638,0.003933182,0.004677334,0.004287564],"domain_scores_gemma":[0.9873286,0.000537636,0.002512046,0.004128437,0.002292016,0.003201212],"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":[0.0001802955,0.0008742911,0.0002884443,0.0008756745,0.0009757682,0.0001948988,0.0004306262,0.00002570972,0.0001212291,0.0001727165,0.971732,0.02412841],"study_design_scores_gemma":[0.00167315,0.0005990462,0.0003380337,0.001474271,0.0004488214,0.0002204223,0.0003915244,0.00155108,0.0000938398,0.000351182,0.9885411,0.004317543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002590111,0.009966847,0.00007961153,0.0005932878,0.02316196,0.003352875,0.04290937,0.000538426,0.9168075],"genre_scores_gemma":[0.10655,0.0004983995,0.00006641376,0.0003843328,0.007646663,0.0005139838,0.02515148,0.002069977,0.8571187],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.802194,"threshold_uncertainty_score":0.9991363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01878564000233851,"score_gpt":0.2602171468035618,"score_spread":0.2414315068012233,"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."}}