{"id":"W7164045644","doi":"10.4000/165le","title":"Volume 12","year":2019,"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":[0.001080346,0.004159142,0.004606161,0.001316203,0.0004774711,0.006889233,0.00436549,0.002873151,0.06405078],"category_scores_gemma":[0.00289091,0.004495574,0.002272388,0.00158003,0.002746308,0.004187298,0.002236668,0.003484682,0.9770101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002480631,"about_ca_system_score_gemma":0.002728976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001341536,"about_ca_topic_score_gemma":0.00003749589,"domain_scores_codex":[0.9815217,0.0003841457,0.00373104,0.004570556,0.00541281,0.004379695],"domain_scores_gemma":[0.9873285,0.0007421952,0.002938232,0.005235309,0.001413595,0.002342221],"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":[0.0007327418,0.0009822582,0.001453577,0.001740826,0.001279413,0.0002485956,0.0005896335,0.0001508547,0.0001433709,0.0001601363,0.9817615,0.01075705],"study_design_scores_gemma":[0.002705067,0.0009342622,0.0004720647,0.002152486,0.000515879,0.0002167885,0.0004050676,0.001438702,0.00008788289,0.0001314686,0.9862196,0.004720742],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001465069,0.007726656,0.0001045796,0.0003829386,0.04726806,0.003276397,0.07136942,0.0004369001,0.86797],"genre_scores_gemma":[0.1846261,0.0003875539,0.00003152657,0.000368578,0.006192978,0.0001395442,0.03092489,0.002066931,0.7752618],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9129594,"threshold_uncertainty_score":0.9999676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02263380232117122,"score_gpt":0.2667427650426382,"score_spread":0.244108962721467,"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."}}