{"id":"W3048797875","doi":"10.11588/bjb.1983.0.70015","title":"John W. Hayes, Roman Pottery in the Royal Ontario Museum, A Catalogue","year":2020,"lang":"de","type":"article","venue":"University Library Heidelberg","topic":"Ancient and Medieval Archaeology Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pottery; Archaeology; Art; Art history; Ancient history; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009762959,0.0003322073,0.0003967243,0.0001406206,0.0008142089,0.00009103699,0.0008266268,0.0001279108,0.00224718],"category_scores_gemma":[0.00001940202,0.0002776638,0.0002125842,0.0001574304,0.0009914635,0.0007917776,0.0008074624,0.0007087913,0.0006458238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000850795,"about_ca_system_score_gemma":0.0003146955,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03378605,"about_ca_topic_score_gemma":0.2834857,"domain_scores_codex":[0.9982082,0.0002368969,0.0002598247,0.0004895458,0.0002479782,0.0005575359],"domain_scores_gemma":[0.9992148,0.0001842845,0.0001102283,0.0002695132,0.00002467155,0.0001964982],"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":[0.0003962836,0.0001825032,0.08182681,0.00007419926,0.0002882107,0.001862553,0.4343803,0.00002732043,4.843098e-7,0.0760267,0.4048235,0.000111057],"study_design_scores_gemma":[0.0006749703,0.0002591221,0.01831645,0.00005355902,0.0001625815,0.000001674456,0.02987895,0.0001143458,0.000003087026,0.0002276904,0.9499897,0.0003179202],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7227293,0.004777712,0.00001016477,0.1021133,0.001574569,0.0006637033,0.000451424,0.0001945378,0.1674853],"genre_scores_gemma":[0.9247925,0.0005843695,0.00006796482,0.01419618,0.001228765,0.000001293657,0.0005813604,0.0000294992,0.05851805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5451661,"threshold_uncertainty_score":0.9999676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0222377560565647,"score_gpt":0.1688607268495213,"score_spread":0.1466229707929566,"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."}}