{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002642765,0.0002483746,0.0002779531,0.0001592278,0.0002950674,0.0000783251,0.001200789,0.00008597688,0.005245372],"category_scores_gemma":[0.00002124183,0.0002076047,0.00005959594,0.0001446533,0.0003496498,0.0003682801,0.0009966996,0.0005285752,0.00144732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001419419,"about_ca_system_score_gemma":0.0001565689,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004772407,"about_ca_topic_score_gemma":0.03605539,"domain_scores_codex":[0.9982081,0.0000941173,0.0003069706,0.000705813,0.0002414884,0.0004435069],"domain_scores_gemma":[0.9983113,0.0002937218,0.00004836519,0.001138917,0.00006871718,0.0001390053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002166381,0.0001343104,0.0001790857,0.0002602414,0.0001807354,0.0003333552,0.05098299,0.00000715872,0.000068274,0.5030593,0.4238471,0.02092579],"study_design_scores_gemma":[0.0001256686,0.00007919886,0.0005346869,0.00003606126,0.00008046557,0.00004413517,0.0001420077,0.001717751,0.000001743884,0.01003236,0.9869515,0.0002544473],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03086451,0.02498482,0.01853188,0.1683301,0.04557782,0.001526313,0.006181003,0.00366201,0.7003415],"genre_scores_gemma":[0.9560663,0.0002341237,0.001304482,0.009630182,0.003205256,0.00005807136,0.004153842,0.00008841848,0.0252593],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9252018,"threshold_uncertainty_score":0.9993302,"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."}}