{"id":"W7164012049","doi":"10.4000/165kg","title":"Volume 18","year":2025,"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":[0.0009281451,0.003873557,0.004210941,0.001965317,0.0007801395,0.007018669,0.004314197,0.00262846,0.1014978],"category_scores_gemma":[0.005476686,0.004368361,0.002182904,0.003955653,0.003255091,0.002715445,0.002704281,0.00335516,0.8597225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00269933,"about_ca_system_score_gemma":0.004626073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001614484,"about_ca_topic_score_gemma":0.00002571832,"domain_scores_codex":[0.9836266,0.0004142018,0.003692222,0.004334669,0.004132668,0.003799648],"domain_scores_gemma":[0.9888039,0.0009128965,0.001961807,0.004272708,0.002083548,0.0019652],"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":[0.0006084155,0.001024046,0.0003557488,0.002149561,0.001507767,0.0003869411,0.0002702775,0.00004804604,0.00004589416,0.0002702845,0.9693304,0.02400267],"study_design_scores_gemma":[0.002170802,0.0004309181,0.0001851974,0.004152079,0.0008769864,0.000091767,0.0003389917,0.0008898515,0.0001224805,0.0003547256,0.9867397,0.003646531],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002916766,0.0129696,0.0001793751,0.0006168119,0.02864889,0.002350514,0.09005214,0.0005409421,0.86435],"genre_scores_gemma":[0.0470219,0.0007100779,0.00005468342,0.0006071944,0.00476667,0.0002906546,0.0333046,0.00101704,0.9122272],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7582247,"threshold_uncertainty_score":0.9994575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02524383654061903,"score_gpt":0.300389311902422,"score_spread":0.275145475361803,"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."}}