{"id":"W4239027310","doi":"10.1002/9781444338386.wbeah15175","title":"Giza","year":2012,"lang":"en","type":"other","venue":"The Encyclopedia of Ancient History","topic":"Language, Linguistics, Cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Geography","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":["insufficient_payload"],"category_scores_codex":[0.0001646723,0.000229146,0.0003401464,0.0001379912,0.0000799666,0.000007980112,0.0004198155,0.00008449222,0.08717687],"category_scores_gemma":[0.00007892084,0.000134282,0.0002018455,0.00002462418,0.0006100944,0.00002708397,0.00006925529,0.0001793044,0.001186035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001778599,"about_ca_system_score_gemma":0.00006360415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001850001,"about_ca_topic_score_gemma":0.001873228,"domain_scores_codex":[0.9989441,0.00004626628,0.0002527845,0.0001865496,0.0003160168,0.0002542828],"domain_scores_gemma":[0.998951,0.00003531081,0.0003887665,0.0004775864,0.0000813748,0.00006593084],"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":[0.000002061586,0.00004198963,0.000006758294,0.00006200273,0.00007222815,0.00000215185,0.02286614,2.18681e-7,0.000003049816,0.04264594,0.9337412,0.0005562647],"study_design_scores_gemma":[0.00005684872,0.00001280766,0.000009803221,0.00004759073,0.0002583423,4.910034e-7,0.0006806051,0.000001100537,7.669819e-7,0.00007409383,0.9986548,0.0002027077],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002650824,0.03795551,0.000005168472,0.00003825964,0.005703697,0.0001329942,0.0000728781,0.000108447,0.9559565],"genre_scores_gemma":[0.0005722659,0.0006557637,0.0000559637,0.0003369761,0.006927298,0.0000100397,0.00005004881,0.0001567164,0.9912349],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08599084,"threshold_uncertainty_score":0.9995916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02141084427443186,"score_gpt":0.2014373410411621,"score_spread":0.1800264967667303,"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."}}