{"id":"W6911207475","doi":"10.5281/zenodo.10912646","title":"HTR Model Palatinus graecus 23 (Meleagre-NFD)","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Ground truth; Segmentation; 3d model; Image segmentation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003997882,0.0001779762,0.0001443522,0.0002289805,0.002407576,0.006932931,0.000703109,0.00004569166,0.03502758],"category_scores_gemma":[0.00013359,0.0001673485,0.0001022597,0.0001286402,0.0002824821,0.0008934133,0.0005490053,0.0003480512,0.01934789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009594762,"about_ca_system_score_gemma":0.000005250445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001512671,"about_ca_topic_score_gemma":0.000004286199,"domain_scores_codex":[0.9984736,0.00009364964,0.0002630181,0.000392081,0.0003749169,0.0004026795],"domain_scores_gemma":[0.9991141,0.00002689824,0.00004325417,0.0003293205,0.0003346522,0.0001517747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001891228,0.00005816732,2.36867e-7,0.00008744342,0.00004210799,0.00003446417,0.01162306,0.00005921917,0.00007709197,0.6238684,0.3126422,0.05148863],"study_design_scores_gemma":[0.0001457655,0.0001412031,0.000009298811,0.00005919514,0.00001649327,0.00003316571,0.001506503,0.004020558,0.00002370217,0.00788426,0.9859418,0.0002180836],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01591759,0.0003545559,0.0003994764,0.000588029,0.0003528757,0.0002552186,0.0005071214,0.001777598,0.9798476],"genre_scores_gemma":[0.9294143,0.00003567323,0.00003670918,0.0002223474,0.0005466102,6.030266e-8,0.001058087,0.001187832,0.06749833],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9134967,"threshold_uncertainty_score":0.9988912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07768092619325227,"score_gpt":0.2395170525221267,"score_spread":0.1618361263288745,"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."}}