{"id":"W7164053546","doi":"10.4000/1689h","title":"Volume 7","year":2012,"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":[0.001253162,0.003846111,0.003670308,0.001121341,0.0006517224,0.004845823,0.00330672,0.002649589,0.1035737],"category_scores_gemma":[0.002388415,0.004115257,0.001898939,0.002031297,0.00336884,0.005713117,0.001906453,0.003158851,0.9658688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002232532,"about_ca_system_score_gemma":0.001379223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001014145,"about_ca_topic_score_gemma":0.00001587586,"domain_scores_codex":[0.9833007,0.0003890601,0.003217334,0.002947872,0.00467107,0.005473992],"domain_scores_gemma":[0.9877976,0.0005219418,0.002438193,0.003809729,0.001360883,0.004071654],"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":[0.0004017785,0.001541528,0.001582148,0.001034045,0.001090047,0.0001387278,0.0008559885,0.00001135424,0.0001076474,0.0002256889,0.9678379,0.0251731],"study_design_scores_gemma":[0.001533031,0.0003679268,0.0006977078,0.001164384,0.0008462188,0.0003190589,0.0003342798,0.0002145146,0.0001097804,0.0001124969,0.9900288,0.004271775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001371668,0.02836649,0.00009022068,0.0003017582,0.03547084,0.001969773,0.0585239,0.0004708526,0.8734345],"genre_scores_gemma":[0.2930249,0.0003825052,0.00004441731,0.0002310057,0.01423378,0.0001867616,0.0253491,0.001814648,0.6647329],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8622952,"threshold_uncertainty_score":0.9993434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02711057221318135,"score_gpt":0.2785794910961283,"score_spread":0.251468918882947,"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."}}