{"id":"W3214255179","doi":"10.33137/aestimatio.v2i0.25733","title":"Architecture and Mathematics in Ancient Egypt","year":2015,"lang":"en","type":"article","venue":"Aestimatio Sources and Studies in the History of Science","topic":"Ancient Egypt and Archaeology","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ancient egypt; Architecture; Ancient history; Mathematics education; History; Mathematics; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009941189,0.00006907347,0.0001490862,0.0001396335,0.0001512811,0.00001030557,0.000180231,0.00000970339,0.000004642275],"category_scores_gemma":[0.0001702282,0.00004171704,0.000009640668,0.00006526636,0.01076653,0.00009831423,0.0001235472,0.00007053967,9.954609e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006341559,"about_ca_system_score_gemma":0.00004876253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007811425,"about_ca_topic_score_gemma":0.0005140757,"domain_scores_codex":[0.9993433,0.00002357439,0.0001583611,0.0001295862,0.0001989063,0.0001462953],"domain_scores_gemma":[0.999652,0.0001041846,0.00006980253,0.00009294958,0.00005302159,0.00002802697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003309847,0.00002473077,0.001373455,0.00004429398,0.000001611618,0.000002299744,0.8858227,0.00005008802,0.00001246818,0.1110567,0.0006373348,0.0009711002],"study_design_scores_gemma":[0.0009461389,0.0005132831,0.006594027,0.0003005183,0.00002510821,0.00006390838,0.6695416,0.00739384,0.00001010149,0.1283252,0.1858991,0.0003871539],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969492,0.01305462,0.00003543207,0.0005901225,0.0003977245,0.0001007176,0.000001110477,0.000006225555,0.01632208],"genre_scores_gemma":[0.9975737,0.00007993203,0.001114412,0.000225418,0.00002112202,0.000007515715,1.404599e-7,0.000002119537,0.0009756864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.216281,"threshold_uncertainty_score":0.9919256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1342104430927015,"score_gpt":0.2882760820294155,"score_spread":0.154065638936714,"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."}}