{"id":"W2346394789","doi":"10.7264/0avyh025","title":"The Beads of Roman and Post-Medieval Antwerpen, Belgium","year":2025,"lang":"en","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Ancient Mediterranean Archaeology and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Parks Canada","funders":"","keywords":"Ancient history; History; Classics; Art; Archaeology","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","sts"],"consensus_categories":[],"category_scores_codex":[0.0007938215,0.0004075244,0.0005623394,0.0003534517,0.001272562,0.000068679,0.0006809857,0.0002100731,0.0005325635],"category_scores_gemma":[0.0002830073,0.0003084718,0.0002172591,0.0001445588,0.003771457,0.0002412505,0.000299495,0.000578731,0.00006812149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002267726,"about_ca_system_score_gemma":0.0002753993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007922495,"about_ca_topic_score_gemma":0.01781403,"domain_scores_codex":[0.9973466,0.0001953471,0.0008138455,0.0005438094,0.0004289727,0.0006714262],"domain_scores_gemma":[0.9979131,0.0005474393,0.0002891309,0.0006669282,0.0004142074,0.0001691749],"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":[0.000328224,0.0006145257,0.007829394,0.0002216183,0.0003168928,0.00004972527,0.02247834,0.000001460606,0.001400894,0.7897936,0.1424777,0.03448764],"study_design_scores_gemma":[0.001080411,0.0004925731,0.01621953,0.0002100551,0.0001966532,0.00001540442,0.007022581,0.0001677934,0.0001883135,0.0007319355,0.9732581,0.0004166721],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7784287,0.01349666,0.00010956,0.01070038,0.007789448,0.0008137672,0.000705821,0.0002787929,0.1876769],"genre_scores_gemma":[0.918405,0.000349266,0.0003365374,0.002408546,0.001545916,0.00003911255,0.0003244505,0.00005392949,0.07653727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8307804,"threshold_uncertainty_score":0.9999368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01392734458084807,"score_gpt":0.2402873005739319,"score_spread":0.2263599559930838,"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."}}