{"id":"W7125260929","doi":"10.5284/1139190","title":"Sowerby Bridge, West Yorkshire: Historic Area Assessment","year":2024,"lang":"en","type":"article","venue":"Archaeology Data Service","topic":"Historical Architecture and Urbanism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Settlement (finance); Mill; Bridge (graph theory); Wharf; Excavation; Redevelopment","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":[0.0003721162,0.000284554,0.0001674861,0.003167183,0.001179811,0.001731075,0.0005654783,0.0003271037,0.01406097],"category_scores_gemma":[0.0009556477,0.00032079,0.0001145114,0.004000757,0.000452992,0.0006971433,0.001082827,0.0004636032,0.001576389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005792665,"about_ca_system_score_gemma":0.006255883,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7317758,"about_ca_topic_score_gemma":0.9392989,"domain_scores_codex":[0.9996368,0.00002955247,0.00001958458,0.00005243436,0.0001921695,0.00006947384],"domain_scores_gemma":[0.999286,0.0000567838,0.00006535157,0.00003739953,0.0004654063,0.00008901073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002316844,0.000182185,0.4782884,0.001289828,0.0001060425,0.002316471,0.02032179,0.004674245,0.007275173,0.009456125,0.1770233,0.2988348],"study_design_scores_gemma":[0.00001389757,0.00007745654,0.7709053,0.0002667028,0.0000212031,0.000268771,0.01335911,0.001415043,0.0007641352,0.0002412321,0.2126356,0.00003156561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.788612,0.002966943,0.003393547,0.0009431996,0.0001559326,0.001282818,0.03523014,0.000256255,0.1671592],"genre_scores_gemma":[0.8041839,0.003553023,0.01340229,0.0002529628,0.00004249434,0.001386531,0.0379591,0.0001437751,0.139076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7317758,"threshold_uncertainty_score":0.5396077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08319537412262548,"score_gpt":0.2842073191742113,"score_spread":0.2010119450515858,"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."}}