{"id":"W7093095367","doi":"10.15353/et.v1i1.6794","title":"M. Porcius Cato to Cicero","year":2025,"lang":"","type":"article","venue":"Epic Threads","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Cicero; Wish; Friendship; Ridiculous; Adoration","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":[],"consensus_categories":[],"category_scores_codex":[0.0006882653,0.0005342519,0.0004592532,0.0006852566,0.00605318,0.002831131,0.0006545194,0.001754366,0.06528125],"category_scores_gemma":[0.003479695,0.0001988767,0.0001862163,0.0003440217,0.001727654,0.00152502,0.001805661,0.004708983,0.01882882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002835745,"about_ca_system_score_gemma":0.001837866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02322554,"about_ca_topic_score_gemma":0.04558301,"domain_scores_codex":[0.9995951,0.00009732003,0.000009280832,0.0001242313,0.000107063,0.00006707578],"domain_scores_gemma":[0.9991143,0.000134294,0.00006140723,0.00004543249,0.0003278979,0.0003165491],"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":[0.00005370418,0.00002044535,0.0004359657,0.00009589265,0.000003244579,0.0002783909,0.003244841,0.00002668858,0.0002133215,0.03869503,0.9342011,0.02273132],"study_design_scores_gemma":[0.000002560018,0.000007168488,0.0003649979,0.00006875527,0.000001085227,0.0001440447,0.001094385,0.00002755599,0.00006630264,0.001324771,0.9968939,0.000004516627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009074341,0.03464727,0.001846377,0.2735396,0.05034276,0.0001064655,0.000548636,0.0005336303,0.6293609],"genre_scores_gemma":[0.0491713,0.006049938,0.0008653652,0.03199826,0.003170507,0.00006272858,0.0001005893,0.0002177459,0.9083636],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06528125,"threshold_uncertainty_score":0.2183875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02674199503713013,"score_gpt":0.3584889084736084,"score_spread":0.3317469134364783,"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."}}