{"id":"W6910439433","doi":"10.48495/mp48sq366","title":"Ferial psalter. IE TCD MS 10956","year":2025,"lang":"en","type":"other","venue":"Digital Collections (East Carolina University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Opera; Headline; Status quo","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005509395,0.0007920256,0.0008236959,0.008439792,0.0007563676,0.0005092113,0.0008599577,0.000706112,0.002716741],"category_scores_gemma":[0.0001256578,0.001034489,0.0006158144,0.01023913,0.0003772012,0.0004980546,0.0004833126,0.0006080815,0.004158307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001525601,"about_ca_system_score_gemma":0.001609209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007499905,"about_ca_topic_score_gemma":0.001935575,"domain_scores_codex":[0.9972503,0.0001159161,0.000293984,0.001087495,0.0004998092,0.0007524635],"domain_scores_gemma":[0.9980276,0.00006366483,0.0003255151,0.0009194987,0.0003110135,0.0003526725],"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":[0.0003582129,0.0003310101,0.0002047948,0.00006725689,0.000684122,0.0002453022,0.00004921841,0.00004553773,0.00002149004,0.007421358,0.990316,0.0002557033],"study_design_scores_gemma":[0.001916153,0.000128217,0.000037758,0.0002157753,0.0003661188,0.00004099388,0.0001764268,0.00002735303,0.00001577077,0.0001397391,0.996076,0.0008596267],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00009078263,0.00008383139,0.0006367576,0.00005423891,0.002119101,0.0008738401,0.009564988,0.002086666,0.9844898],"genre_scores_gemma":[0.005853867,0.00003059366,0.0001036102,0.00002380501,0.00083525,0.000005939636,0.0006836887,0.00079856,0.9916647],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0088813,"threshold_uncertainty_score":0.9992105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007982288252621454,"score_gpt":0.1908116255157218,"score_spread":0.1828293372631003,"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."}}