{"id":"W4229862062","doi":"10.31235/osf.io/w6k4b","title":"EARLY BYZANTINE RESIDENTIAL ARCHITECTURE IN JIYEH (PORPHYREON) AFTER EXCAVATION SEASONS IN 2012 AND 2013","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Archaeology and Historical Studies","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Byzantine architecture; Parallels; Architecture; Excavation; Quarter (Canadian coin); Period (music); Archaeology; History; Work (physics); Ancient history; Geography; Engineering; Art; Operations management","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":[0.000385122,0.0003011169,0.0002151311,0.001226353,0.001427007,0.0006966162,0.0002599769,0.0002471374,0.001972965],"category_scores_gemma":[0.0004418352,0.0002207667,0.0001236772,0.001640836,0.001527305,0.0004735071,0.001225185,0.0002693297,0.0001786075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001209767,"about_ca_system_score_gemma":0.000715957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01375273,"about_ca_topic_score_gemma":0.07066015,"domain_scores_codex":[0.9998263,0.00003292118,0.000006040226,0.000028903,0.00002626113,0.00007960028],"domain_scores_gemma":[0.9999015,0.00001924398,0.00003498714,0.00001410955,0.00001568224,0.00001432646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000988622,0.0001346178,0.4223565,0.0008741995,0.00007661874,0.0241741,0.3082115,0.0007509593,0.04349306,0.006114565,0.002209123,0.1906161],"study_design_scores_gemma":[0.000005165475,0.00008729417,0.9449633,0.00008770858,0.00001264112,0.001134803,0.04105643,0.00005423331,0.001130438,0.0001667123,0.01129413,0.000007160201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968781,0.0002627506,0.00006639043,0.00002801986,0.000005056253,0.000008925994,0.00006001446,0.000001794479,0.00268886],"genre_scores_gemma":[0.9966318,0.0003579231,0.0002918383,0.00001082147,0.000005088299,0.00001050576,0.0001177189,0.00000442839,0.002569909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01375273,"threshold_uncertainty_score":0.02734536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02210889009338509,"score_gpt":0.2329402652154494,"score_spread":0.2108313751220643,"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."}}