{"id":"W6986181180","doi":"","title":"Onomástica y sociedad en la epigrafía antigua de las provincias de Salamanca y Ávila","year":2010,"lang":"es","type":"article","venue":"Gredos (University of Salamanca)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Quarter (Canadian coin); Metropolitan area; Period (music)","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"],"consensus_categories":[],"category_scores_codex":[0.0007892846,0.000367915,0.0004224727,0.0001474473,0.0003104624,0.00006708429,0.000863663,0.0009426682,0.000205883],"category_scores_gemma":[0.0003126334,0.0004745672,0.0003186072,0.0001861406,0.0006989267,0.00003319148,0.0005267499,0.0009304367,0.00007737066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007646423,"about_ca_system_score_gemma":0.0007006145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002508992,"about_ca_topic_score_gemma":0.0003409442,"domain_scores_codex":[0.9981118,0.0002147729,0.000278894,0.0004521507,0.000271631,0.0006707341],"domain_scores_gemma":[0.9983805,0.0001202451,0.0003561383,0.0007088247,0.0001622524,0.0002720499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005556638,0.0007676171,0.4220206,0.002060783,0.0009814977,0.0002264596,0.009505141,0.0005355642,0.504523,0.01259588,0.01845502,0.02777271],"study_design_scores_gemma":[0.003513633,0.0009413696,0.6551601,0.0003219141,0.0006020325,0.000283882,0.003502842,0.03063777,0.01480975,0.0003918209,0.2882829,0.001551959],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787046,0.0001495262,0.004315292,0.001018031,0.0002136698,0.0002890213,0.0001044445,0.00006393384,0.01514152],"genre_scores_gemma":[0.9705702,0.0004562236,0.02597088,0.0001244149,0.0002827948,7.725656e-7,0.0001113384,0.00004771902,0.002435666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4897133,"threshold_uncertainty_score":0.9997706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002052915770477187,"score_gpt":0.2036659532645223,"score_spread":0.2016130374940451,"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."}}