{"id":"W6892792744","doi":"10.5281/zenodo.12743230","title":"CATMuS Medieval","year":2024,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Unicode; Charter; Order (exchange); Middle Ages; Linked data; Period (music)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00221582,0.001295149,0.000591945,0.002446408,0.001759527,0.0026852,0.001887026,0.001387209,0.06582212],"category_scores_gemma":[0.007495902,0.0006079305,0.001134019,0.002183896,0.0008239673,0.002763585,0.004016089,0.002171021,0.07918274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001342481,"about_ca_system_score_gemma":0.002066484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008185912,"about_ca_topic_score_gemma":0.01857001,"domain_scores_codex":[0.9980496,0.0006004337,0.0001232949,0.0007373336,0.0003695783,0.0001198614],"domain_scores_gemma":[0.9970072,0.0006824397,0.0001426909,0.001224162,0.0007424423,0.0002009846],"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":[0.0003949882,0.00005056267,0.002395855,0.0006245655,0.00004599742,0.0001529482,0.001227294,0.001104694,0.003633503,0.00560351,0.8808211,0.103945],"study_design_scores_gemma":[0.00006415034,0.00007737316,0.005216576,0.0002387319,0.00002576658,0.000339026,0.000889047,0.003819554,0.004941588,0.005089178,0.9792291,0.00006992689],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.03072298,0.002534316,0.04680608,0.00422408,0.003741114,0.0007097474,0.7562948,0.06290485,0.09206208],"genre_scores_gemma":[0.04611001,0.0005158631,0.04980174,0.001106173,0.0003489103,0.001459941,0.8495325,0.008406702,0.04271818],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9341779,"threshold_uncertainty_score":0.220197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0373160392632793,"score_gpt":0.2733185110034276,"score_spread":0.2360024717401483,"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."}}