{"id":"W4389634689","doi":"10.1353/phx.2022.a914292","title":"Preface","year":2022,"lang":"en","type":"article","venue":"Phoenix","topic":"Ancient and Medieval Archaeology Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Empire; Context (archaeology); Numismatics; History; Kingdom; Classics; Hellenistic period; National museum; Ancient history; Art history; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00118252,0.001014876,0.0008320822,0.002379509,0.002983588,0.004330789,0.001380843,0.001293086,0.5468405],"category_scores_gemma":[0.007807928,0.0003972809,0.000565829,0.00245272,0.0007456032,0.004018728,0.002819787,0.003524495,0.3751366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001920695,"about_ca_system_score_gemma":0.002181438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004078008,"about_ca_topic_score_gemma":0.004140599,"domain_scores_codex":[0.9990325,0.0001270008,0.0000748489,0.0001830879,0.000481641,0.0001010011],"domain_scores_gemma":[0.9967033,0.0004576859,0.0001496694,0.0003258282,0.001888689,0.000474741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001918015,0.000011784,0.0000704381,0.00009141886,0.000001548847,0.00004129693,0.0001383069,0.00002791741,0.00008582504,0.003581868,0.9702789,0.02565149],"study_design_scores_gemma":[0.00000203743,0.000007068662,0.0001962938,0.00008542441,7.164653e-7,0.00004319667,0.0001110043,0.00000850798,0.00003012233,0.0007298042,0.9987832,0.000002614757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001333423,0.009567926,0.002843973,0.01876497,0.08142626,0.0003934008,0.009796401,0.001175528,0.8746982],"genre_scores_gemma":[0.006950395,0.006184436,0.001412947,0.004891014,0.01784034,0.0002587256,0.01166462,0.00102479,0.9497728],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5468405,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03745069655430522,"score_gpt":0.2340678964926969,"score_spread":0.1966171999383917,"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."}}