{"id":"W7164050503","doi":"10.4000/1689k","title":"Volume 10","year":2015,"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":[0.001875873,0.004042781,0.004286132,0.001279873,0.0004838688,0.006967258,0.004170854,0.002773971,0.1136079],"category_scores_gemma":[0.007786303,0.004342509,0.001597477,0.00260209,0.003948119,0.004090766,0.002280815,0.002797634,0.9726264],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00386971,"about_ca_system_score_gemma":0.005160452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001231975,"about_ca_topic_score_gemma":0.00003917696,"domain_scores_codex":[0.9807069,0.0004653915,0.003534763,0.004020837,0.007168257,0.004103852],"domain_scores_gemma":[0.982848,0.000421435,0.002577112,0.004298122,0.005039767,0.004815566],"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":[0.00108123,0.001063764,0.0001111392,0.0006635382,0.0009439185,0.0005092988,0.0006753685,0.00005498119,0.00003187567,0.00006449376,0.9825138,0.0122866],"study_design_scores_gemma":[0.002955836,0.001156048,0.00004452065,0.001248964,0.0006257564,0.0003027096,0.0005600694,0.0009923038,0.00004357647,0.000446601,0.9871925,0.004431078],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007637027,0.0142053,0.00002992201,0.0004096011,0.01997145,0.002003494,0.080369,0.0005483782,0.8816991],"genre_scores_gemma":[0.04802944,0.0001872928,0.00004428534,0.0002014226,0.009352537,0.0002019822,0.04752906,0.002092365,0.8923616],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8590186,"threshold_uncertainty_score":0.9999543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0421557308301761,"score_gpt":0.2983507930026599,"score_spread":0.2561950621724838,"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."}}