{"id":"W4383196532","doi":"","title":"Compte rendu de l'ouvrage de Svoboda, Marie - Cartwright, Caroline (eds.): Mummy Portraits of Roman Egypt: Emerging Research from the APPEAR Project, J. Paul Getty Museum, Los Angeles 2020","year":2021,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Ancient Egypt and Archaeology","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Heritage","funders":"","keywords":"Portrait; Art; Humanities; Art history","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006768807,0.0004058414,0.0006110839,0.0002215102,0.001115085,0.0004057275,0.001809914,0.0002743185,0.001654008],"category_scores_gemma":[0.001084192,0.0003481844,0.0003302026,0.0002666013,0.001666876,0.0001493747,0.002611988,0.001570053,0.00001199753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001357404,"about_ca_system_score_gemma":0.0008938928,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02332223,"about_ca_topic_score_gemma":0.1068928,"domain_scores_codex":[0.9892432,0.00756351,0.000777251,0.00087683,0.0007294125,0.0008097623],"domain_scores_gemma":[0.992794,0.002264523,0.0005689978,0.00197287,0.002213601,0.0001860066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001326045,0.001835799,0.01604824,0.001013891,0.000881961,0.0002798758,0.5172797,0.0002485461,0.005354933,0.3106486,0.1125126,0.03376312],"study_design_scores_gemma":[0.001117228,0.000005130925,0.01088151,0.004119123,0.0002522141,0.00002866249,0.01142997,0.01860037,0.01385511,0.0130062,0.9255589,0.001145627],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8373072,0.0213798,0.01035787,0.02411326,0.001123871,0.001923461,0.003011131,0.0003950013,0.1003885],"genre_scores_gemma":[0.969552,0.001978403,0.007315697,0.0002472985,0.0003859123,0.0001451884,0.00310809,0.0000942882,0.01717314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8130463,"threshold_uncertainty_score":0.999897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03478228356968188,"score_gpt":0.2689311687119869,"score_spread":0.234148885142305,"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."}}