{"id":"W7164031261","doi":"10.4000/165ll","title":"Volume 11","year":2018,"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","insufficient_payload"],"category_scores_codex":[0.001201562,0.004148514,0.003934896,0.001323269,0.0009098065,0.007438589,0.004583898,0.002788189,0.1021267],"category_scores_gemma":[0.004142075,0.004459165,0.001955469,0.002610284,0.007917549,0.003847268,0.002391796,0.002073726,0.9561096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002207859,"about_ca_system_score_gemma":0.002258481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003599185,"about_ca_topic_score_gemma":0.0001994811,"domain_scores_codex":[0.9816586,0.0004043479,0.0036454,0.004611846,0.005149181,0.00453062],"domain_scores_gemma":[0.9860811,0.0004944499,0.002733251,0.004712345,0.002947519,0.003031322],"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":[0.0004620636,0.001007333,0.001459392,0.0009160892,0.0008272444,0.00033972,0.0006933132,0.000005677746,0.00007349979,0.0001288083,0.9888414,0.005245468],"study_design_scores_gemma":[0.002028154,0.001094923,0.0007376233,0.002181144,0.0006419209,0.0003149405,0.0003378546,0.0007092427,0.0002100682,0.0002866145,0.9869036,0.004553936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006235348,0.005027127,0.0001137802,0.0004354654,0.03568156,0.002238409,0.07381378,0.000615321,0.8758392],"genre_scores_gemma":[0.1426132,0.0002702595,0.00008133079,0.0003865271,0.01971595,0.0001883679,0.02743568,0.002267694,0.807041],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8539829,"threshold_uncertainty_score":0.9985064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02297684954158068,"score_gpt":0.2812445649792502,"score_spread":0.2582677154376695,"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."}}