{"id":"W4316656769","doi":"10.1017/9781800103474.018","title":"Astbury Hall","year":2021,"lang":"en","type":"other","venue":"The Country Houses of Shropshire","topic":"Historical Architecture and Urbanism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Front (military); Bay; Terrace (agriculture); Brick; Window (computing); Roof; Geology; Quarter (Canadian coin); Archaeology; Engineering; Geography; Computer science; Oceanography","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":[0.00006637227,0.0002506704,0.0003938672,0.0000753593,0.0001539016,0.00005122482,0.0004460979,0.0001309511,0.03602321],"category_scores_gemma":[0.00002130948,0.0001559662,0.0001413374,0.00004245047,0.0005620537,0.00001729936,0.00008770751,0.0002990369,0.0001440457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003142967,"about_ca_system_score_gemma":0.00008327211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003056339,"about_ca_topic_score_gemma":0.01105188,"domain_scores_codex":[0.998983,0.00005007257,0.0002095068,0.0002206036,0.0003244326,0.0002123651],"domain_scores_gemma":[0.9991192,0.00007065271,0.0001913336,0.0005220324,0.00005339754,0.00004336311],"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":[0.000006480818,0.00005002656,0.000003468142,0.0001858654,0.0001204536,0.00001367756,0.003074517,6.291842e-7,0.00001017998,0.07641456,0.918885,0.001235137],"study_design_scores_gemma":[0.00009171385,0.00003850642,0.000005121216,0.0002553869,0.00008147355,0.000004039266,0.0002855136,9.302126e-7,0.000008349974,0.0007416348,0.9982871,0.0002001648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003409494,0.01885744,0.00000812392,0.0003509526,0.001379448,0.0001377356,0.0001720017,0.0001696063,0.9788906],"genre_scores_gemma":[0.005236669,0.00057019,0.00003242584,0.0006787415,0.003295448,0.00001050775,0.00005548008,0.0003568279,0.9897637],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07940215,"threshold_uncertainty_score":0.964858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01918853373690698,"score_gpt":0.2010810435496845,"score_spread":0.1818925098127775,"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."}}