{"id":"W4312188609","doi":"10.29039/2413-189x.2022.27.420-440","title":"Stamped Ceramic Vessels from Mediaeval Sougdaia","year":2022,"lang":"en","type":"article","venue":"Materials in Archaeology History and Ethnography of Tauria","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; Peninsula; Fifteenth; Period (music); Ancient history; Scholarship; Quarter (Canadian coin); History; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002503832,0.0003632296,0.0003310018,0.006419231,0.001615633,0.001133675,0.000425548,0.0001940771,0.001971457],"category_scores_gemma":[0.0005427488,0.0002263241,0.000205073,0.005929706,0.001264425,0.0003255153,0.001108402,0.0002676627,0.0002957219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006685688,"about_ca_system_score_gemma":0.0007716696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009775005,"about_ca_topic_score_gemma":0.04611145,"domain_scores_codex":[0.9996818,0.00002366305,0.0000163382,0.00006202407,0.0001135981,0.0001026136],"domain_scores_gemma":[0.9997519,0.00003593868,0.00009113048,0.00003846469,0.0000524082,0.00003010503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007136855,0.0001314962,0.5742449,0.0013421,0.0001789927,0.01747282,0.08326948,0.0002942822,0.02097697,0.006876091,0.006088473,0.2884108],"study_design_scores_gemma":[0.000004470975,0.00006783049,0.9127105,0.0002110558,0.00004036535,0.004681168,0.02014304,0.00006136232,0.001892756,0.0001022932,0.06006891,0.00001632764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839708,0.002033355,0.0002010703,0.00003535561,0.00005163468,0.00003092926,0.0005803542,0.00001355187,0.01308284],"genre_scores_gemma":[0.9916256,0.00194924,0.0007228326,0.00002312476,0.00004433339,0.00002882098,0.0009939214,0.00001877038,0.004593309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009775005,"threshold_uncertainty_score":0.01943624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03600285432494835,"score_gpt":0.2318876023574022,"score_spread":0.1958847480324539,"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."}}