{"id":"W4285070648","doi":"10.1484/m.jp-eb.5.126438","title":"Byzantine Interior Decorational Elements from the Northwest Quarter","year":2022,"lang":"en","type":"book-chapter","venue":"Brepols eBooks","topic":"Ancient Mediterranean Archaeology and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Byzantine architecture; Ancient history; Geography; History; Archaeology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001521225,0.0002944838,0.0002843531,0.00008109058,0.0009271246,0.00005225323,0.00039817,0.0000906693,0.07388727],"category_scores_gemma":[0.000007716363,0.0002292169,0.0002066043,0.000001978389,0.0009924175,0.00005602546,0.0002123321,0.0005544294,0.0006054697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004613299,"about_ca_system_score_gemma":0.0001329357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003567022,"about_ca_topic_score_gemma":0.01516299,"domain_scores_codex":[0.9985221,0.00003858153,0.0004896022,0.0003763773,0.0003524758,0.0002208885],"domain_scores_gemma":[0.9989696,0.0001288607,0.0003563535,0.000421738,0.00006470276,0.00005878494],"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":[0.00007550456,0.00001339729,0.0001202721,0.00001181553,0.0002176203,0.00008960411,0.04770083,8.783906e-8,0.000007742816,0.8404057,0.1075779,0.003779494],"study_design_scores_gemma":[0.0002435074,0.00008631661,0.0001149032,0.00004623085,0.00008316091,0.00001105253,0.0003822579,0.000002859638,0.000001761212,0.005926274,0.9928446,0.0002570195],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008898735,0.0003993882,0.000009589068,0.0004507002,0.003168407,0.0003325265,0.001138094,0.00007531509,0.9935361],"genre_scores_gemma":[0.03370883,0.0000107314,0.00003124166,0.00319617,0.003436452,0.00007876549,0.001415836,0.00005942438,0.9580625],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8852667,"threshold_uncertainty_score":0.9347194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03638504768131864,"score_gpt":0.2126591952819984,"score_spread":0.1762741476006798,"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."}}