{"id":"W6892505879","doi":"10.5281/zenodo.10927702","title":"HTR Model Palatinus graecus 23 (Meleagre-NFC)","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; Scratch; Digital preservation","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":[0.0004030999,0.000178008,0.0001443929,0.0002287742,0.002412945,0.006957769,0.0007034292,0.00004567017,0.03553459],"category_scores_gemma":[0.0001337994,0.0001673799,0.000102286,0.0001285843,0.0002844582,0.000893278,0.0005491147,0.0003441883,0.01940555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009777251,"about_ca_system_score_gemma":0.000005280176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001680668,"about_ca_topic_score_gemma":0.000004257962,"domain_scores_codex":[0.9984729,0.00009371664,0.0002631351,0.0003922615,0.0003751424,0.0004028488],"domain_scores_gemma":[0.9991143,0.00002702188,0.00004325313,0.000329418,0.0003341985,0.0001518437],"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":[0.00001916615,0.00005920812,2.394865e-7,0.00008878969,0.0000427304,0.00003501469,0.01212985,0.00006140109,0.00007980892,0.6239938,0.3091031,0.05438692],"study_design_scores_gemma":[0.0001455044,0.0001413675,0.000009481545,0.00005938815,0.00001648755,0.00003316915,0.00149085,0.004029864,0.000023885,0.007572351,0.9862595,0.0002181159],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01644809,0.0003317649,0.0003922287,0.0005862995,0.0003489373,0.000253739,0.0005026504,0.001762959,0.9793733],"genre_scores_gemma":[0.9335099,0.00003721433,0.00003617738,0.0002253998,0.0005478426,6.056418e-8,0.001057015,0.001192823,0.0633935],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9170619,"threshold_uncertainty_score":0.9988858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07875026681652794,"score_gpt":0.2395712199042296,"score_spread":0.1608209530877016,"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."}}