{"id":"W4399214483","doi":"10.15184/aqy.2024.74","title":"A multiscalar approach to survey of military and trade architecture in Jordan: the case of Khirbet al-Khalde","year":2024,"lang":"en","type":"article","venue":"Antiquity","topic":"Archaeology and Historical Studies","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Augustinus Fonden; Carlsbergfondet; Danmarks Grundforskningsfond; National Research Foundation; American Center of Research","keywords":"Frontier; Architecture; Archaeology; Geography; Ancient history; Resilience (materials science); History","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001094207,0.000348083,0.0002526965,0.004979047,0.001140999,0.001520572,0.0009048467,0.0005407152,0.004218191],"category_scores_gemma":[0.001718725,0.0003231113,0.0002812205,0.004641932,0.0006680682,0.0005262225,0.001194154,0.0004414134,0.000596099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009776605,"about_ca_system_score_gemma":0.0009144399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01880276,"about_ca_topic_score_gemma":0.06511453,"domain_scores_codex":[0.9993482,0.0002645809,0.00003975765,0.00008693705,0.000159343,0.0001010272],"domain_scores_gemma":[0.9989886,0.0003040544,0.0002067409,0.00009127557,0.0003457392,0.00006365927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002282765,0.0005034155,0.6686926,0.0004581819,0.0002210043,0.007652911,0.02466749,0.02635806,0.01133379,0.00646644,0.002333466,0.2510844],"study_design_scores_gemma":[0.0000208859,0.0003173501,0.7185823,0.0002544195,0.00008760265,0.002174051,0.1717068,0.07012113,0.003771211,0.003864976,0.02904123,0.00005805597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800829,0.0002353095,0.006672235,0.0002051895,0.00001033812,0.000118864,0.0004083487,0.00005001845,0.01221683],"genre_scores_gemma":[0.9797189,0.0001610372,0.01746618,0.00002914351,0.0000107648,0.00005575512,0.0001622847,0.00002247513,0.002373514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01880276,"threshold_uncertainty_score":0.03738666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04206792595812629,"score_gpt":0.2666635881226971,"score_spread":0.2245956621645708,"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."}}