{"id":"W7164072987","doi":"10.4000/165l3","title":"Volume 15","year":2022,"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","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.001429134,0.003751349,0.003862499,0.001592655,0.00160769,0.00557574,0.005205652,0.001359139,0.5248284],"category_scores_gemma":[0.003197929,0.004495071,0.00229158,0.00375556,0.002875417,0.003086393,0.005128625,0.005183876,0.8717932],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004677823,"about_ca_system_score_gemma":0.002958961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001866825,"about_ca_topic_score_gemma":0.00002866642,"domain_scores_codex":[0.9794073,0.0007403156,0.003599811,0.004579418,0.007540034,0.004133084],"domain_scores_gemma":[0.9887418,0.0007185121,0.002728292,0.00434124,0.0009846282,0.002485557],"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":[0.0007540233,0.001482927,0.0003831844,0.0007904777,0.001219623,0.001094481,0.0008715934,0.0002211998,0.00005951212,0.0001875746,0.9792688,0.01366663],"study_design_scores_gemma":[0.002096159,0.001129117,0.0001528584,0.0004487853,0.0006089774,0.0004583261,0.001296777,0.0007947756,0.00003241933,0.0002198977,0.9883369,0.004425017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001250387,0.01393874,0.00002688385,0.0005098396,0.03110542,0.00233937,0.1383198,0.0005505842,0.811959],"genre_scores_gemma":[0.0787467,0.0005005502,0.00002711598,0.0005573531,0.005394555,0.0007393587,0.07153483,0.002391568,0.840108],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3469648,"threshold_uncertainty_score":0.9999373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02155424258737909,"score_gpt":0.2712311470642909,"score_spread":0.2496769044769118,"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."}}