{"id":"W7118671973","doi":"10.1353/phx.2025.a978870","title":"Preface","year":2025,"lang":"en","type":"article","venue":"Phoenix","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Terracotta; The arts","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001333903,0.00003115354,0.00005878222,0.00001869413,0.0002920451,0.00002415724,0.000114342,0.00002312671,0.0001211763],"category_scores_gemma":[0.0003148265,0.00002813153,0.00002832509,0.0001969561,0.0001568585,0.00003862828,0.00006247045,0.00004610384,0.00009420374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003684552,"about_ca_system_score_gemma":0.00005209812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004387177,"about_ca_topic_score_gemma":0.003620594,"domain_scores_codex":[0.9995833,0.00003578112,0.00005054667,0.00008617908,0.0001044911,0.0001396776],"domain_scores_gemma":[0.9997724,0.00009867025,0.00001008745,0.00006493962,0.00002881728,0.00002513676],"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":[0.00001036247,0.00008031188,0.009998482,0.00001459625,0.00003948551,0.000002374402,0.0181652,0.0000011262,0.0006379008,0.5711138,0.3081878,0.09174862],"study_design_scores_gemma":[0.00004900375,0.000003109489,0.004119082,0.000007139772,0.000004790572,1.300218e-8,0.0008692997,0.000002479879,0.0004268253,0.007668463,0.9868175,0.00003229705],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07692321,0.0001969328,0.0001546371,0.05158753,0.000396603,0.0001003457,0.000001381323,0.0001236311,0.8705157],"genre_scores_gemma":[0.8931044,0.00006664472,0.00007799009,0.0005524449,0.0000693103,0.000006080827,1.706367e-7,0.000001307379,0.1061216],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8161812,"threshold_uncertainty_score":0.2246204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02560751107822319,"score_gpt":0.349368858784935,"score_spread":0.3237613477067118,"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."}}