{"id":"W7165401628","doi":"10.5284/1143637","title":"Land south of Freshwell Gardens, Saffron Walden Evaluation Report with Images","year":2017,"lang":"en","type":"article","venue":"Archaeology Data Service","topic":"Landscape and Cultural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Heritage","funders":"","keywords":"Ditch; Alluvium; Siltation; Trench; Pottery; Alluvial plain; Archaeological evidence","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003415789,0.0001131188,0.0002033305,0.00001971386,0.000439607,0.00004198752,0.0006844143,0.00003178093,0.001138455],"category_scores_gemma":[0.00006074204,0.00006902412,0.00001717627,0.000008294549,0.0004437019,0.0002592025,0.0007954044,0.00007784919,0.00007069169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005629881,"about_ca_system_score_gemma":0.00002851246,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004252223,"about_ca_topic_score_gemma":0.1653796,"domain_scores_codex":[0.999111,0.00004539255,0.0001785449,0.0002888626,0.000209106,0.0001671079],"domain_scores_gemma":[0.9981878,0.00003185031,0.000273282,0.001161491,0.000317163,0.00002843335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005801217,0.000182814,0.638928,0.000441973,0.001263508,0.0003690674,0.2395067,0.0000248934,0.0001595305,0.004985717,0.1090752,0.004482551],"study_design_scores_gemma":[0.002810952,0.0003437355,0.2441456,0.0001573052,0.0008250528,0.0001805666,0.01707135,0.0006757535,0.0002855791,0.004690999,0.7282077,0.0006053971],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9243362,0.0006930004,0.000008628365,0.008430955,0.0003111577,0.0003277727,0.0006737065,0.00004388485,0.06517468],"genre_scores_gemma":[0.9947381,0.00005647619,0.0001435265,0.00029847,0.0003041162,0.00001036756,0.001046095,0.000009322119,0.003393547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6191326,"threshold_uncertainty_score":0.9997746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08507461588502509,"score_gpt":0.2876500595697587,"score_spread":0.2025754436847336,"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."}}