{"id":"W3164549694","doi":"10.1017/9781108775137","title":"Memory, Family, and Community in Roman Ephesos","year":2021,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Prestige; Honorific; Elite; Roman Empire; Pleasure; Empire; History; Ancient history; Art; Genealogy; Classics; Sociology; Law; Political science; Psychology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005341043,0.0002618092,0.0005361786,0.0001354418,0.00124488,0.00008354186,0.0006006598,0.0004070411,0.000002955144],"category_scores_gemma":[0.0001460289,0.0003316573,0.0001305325,0.00003690008,0.001429293,0.00009382832,0.001250611,0.001340492,0.000003849826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005876982,"about_ca_system_score_gemma":0.0004935607,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01104627,"about_ca_topic_score_gemma":0.006167596,"domain_scores_codex":[0.9976652,0.001068755,0.0001665516,0.0003585463,0.0003545756,0.0003864132],"domain_scores_gemma":[0.9985815,0.0005821042,0.0001253361,0.0003958454,0.0001304267,0.0001847845],"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":[0.00003874769,0.0001207938,0.00009413505,0.0002731514,0.0001868221,0.0007719381,0.01063775,5.766972e-7,0.00003043521,0.5483494,0.4354807,0.004015551],"study_design_scores_gemma":[0.0003973415,0.00002893006,0.0009832194,0.0002318735,0.00008361248,0.000001257466,0.009474322,0.000003397492,0.00001650654,0.00002623313,0.9884094,0.0003439254],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01235962,0.0003571964,0.00000615131,0.0002028474,0.0001662361,0.0003653256,0.00009815177,0.00009531061,0.9863492],"genre_scores_gemma":[0.003895986,0.0004768035,0.00002393432,0.0001133556,0.0001323842,0.000001015143,0.00002772628,0.00001875232,0.9953101],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5529287,"threshold_uncertainty_score":0.9999136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04564371604438155,"score_gpt":0.2537519878877155,"score_spread":0.208108271843334,"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."}}