{"id":"W3203676069","doi":"10.1017/s1047759421000490","title":"Were there ancient professions? - E. Stewart, E. Harris, and D. Lewis, eds. 2020. Skilled Labour and Professionalism in Ancient Greece and Rome. Cambridge: Cambridge University Press. Pp. xviii + 393, 21 black-and-white figs. ISBN 978-1-108-83947-1.","year":2021,"lang":"en","type":"article","venue":"Journal of Roman Archaeology","topic":"Artificial Intelligence Applications","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"History; White (mutation); Art; Sociology; Classics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007788136,0.0002742434,0.0005408537,0.00019351,0.0003264282,0.00006471347,0.0005914735,0.0001890502,0.00001663995],"category_scores_gemma":[0.0001514278,0.0002436899,0.00006449655,0.0004275386,0.0008051189,0.0005673122,0.001867025,0.0006653674,0.000004563932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009305894,"about_ca_system_score_gemma":0.0004744703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000304685,"about_ca_topic_score_gemma":0.0005086498,"domain_scores_codex":[0.997283,0.0005385861,0.0006138636,0.00065132,0.0004008678,0.0005123315],"domain_scores_gemma":[0.9979919,0.0002723692,0.0004929675,0.0004463625,0.0004362388,0.0003601964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000972198,0.002400401,0.2947779,0.0008400527,0.0006567905,0.009086451,0.06607106,0.0003899438,0.0235142,0.3936157,0.1262486,0.08142665],"study_design_scores_gemma":[0.001867227,0.0004541671,0.8899406,0.0004891831,0.00006492991,0.002400655,0.004603493,0.00623814,0.002092022,0.00101584,0.09021877,0.0006150003],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711984,0.01201724,0.003151396,0.01272058,0.0003346915,0.0004097123,0.00004548156,0.00002676341,0.0000956917],"genre_scores_gemma":[0.9824478,0.008080802,0.006084208,0.0007025076,0.00009384609,0.000008363892,0.000008365512,0.00001846194,0.002555671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5951626,"threshold_uncertainty_score":0.9937387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01855320848197917,"score_gpt":0.2639714951539115,"score_spread":0.2454182866719323,"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."}}