{"id":"W4323340098","doi":"10.55086/sl22335343","title":"Office insignia, diplomatic gifts and fashion items: on some 5th century brooches in the Adriatic-Alpine area","year":2022,"lang":"en","type":"book-chapter","venue":"Stratum plus I.P., High Anthropological School University eBooks","topic":"Ancient Mediterranean Archaeology and History","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ravenna; Barbarian; Ancient history; History; Quarter (Canadian coin); Meaning (existential); Art; Archaeology; Philosophy","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":[0.0007544635,0.0003741889,0.0002626998,0.002021919,0.00789017,0.003249173,0.0005550425,0.001250732,0.00623769],"category_scores_gemma":[0.000518536,0.0003564176,0.0001360231,0.001439011,0.008758758,0.001676135,0.002223433,0.001505804,0.0008094631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002903492,"about_ca_system_score_gemma":0.0006498945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01499606,"about_ca_topic_score_gemma":0.1024902,"domain_scores_codex":[0.9995143,0.0001727421,0.00001644215,0.00005883528,0.00008243936,0.0001552225],"domain_scores_gemma":[0.999783,0.00007909536,0.00005016515,0.0000173752,0.0000203155,0.00005015271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001748701,0.000116128,0.007517195,0.000230982,0.000006899185,0.004065752,0.7937315,0.00007493127,0.001668035,0.1364089,0.0068034,0.04920138],"study_design_scores_gemma":[0.00002094398,0.0001587615,0.06995914,0.0005052681,0.00001011556,0.002095917,0.2245437,0.00006489753,0.0008976934,0.002164955,0.6995483,0.00003034278],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.738551,0.006852205,0.0002411043,0.0009030398,0.000121135,0.00003180232,0.00006078758,0.00001643824,0.2532225],"genre_scores_gemma":[0.9106297,0.002792909,0.0004009522,0.0002286357,0.00007039806,0.00001593081,0.00004829864,0.00002421767,0.08578898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01499606,"threshold_uncertainty_score":0.02981752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03786067149326044,"score_gpt":0.2115410640762568,"score_spread":0.1736803925829963,"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."}}