{"id":"W7163989798","doi":"10.4000/165l0","title":"Volume 14","year":2021,"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":[0.0009462124,0.003930934,0.004609791,0.001001718,0.0007175008,0.01013739,0.003242088,0.002743068,0.1015032],"category_scores_gemma":[0.006437973,0.004541222,0.002577032,0.003459326,0.00311087,0.003155674,0.00267038,0.003750609,0.8422217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002353805,"about_ca_system_score_gemma":0.004083562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009556529,"about_ca_topic_score_gemma":0.00006528063,"domain_scores_codex":[0.9811208,0.0005783695,0.003693209,0.004878661,0.005635826,0.004093159],"domain_scores_gemma":[0.9861938,0.0006801639,0.002210042,0.004593147,0.003426461,0.002896436],"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":[0.0003139446,0.001378476,0.0003415392,0.001413296,0.001616076,0.002321874,0.0006260999,0.00005216035,0.0002166974,0.0001540638,0.9760125,0.01555323],"study_design_scores_gemma":[0.002076311,0.0004241685,0.0001864651,0.002948406,0.0007186268,0.0006081716,0.0008180874,0.0005495741,0.0003286313,0.0001354216,0.9867702,0.004435998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00150155,0.03132941,0.0001147781,0.0006910373,0.03277369,0.00157153,0.06514557,0.0004149699,0.8664575],"genre_scores_gemma":[0.07755873,0.001101045,0.00008097581,0.0004910667,0.008610108,0.0002110051,0.06630255,0.002050804,0.8435937],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7407184,"threshold_uncertainty_score":0.9996021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02216467320052564,"score_gpt":0.2752652111243908,"score_spread":0.2531005379238652,"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."}}