{"id":"W4392769939","doi":"10.1017/9781009175166.008","title":"From Memphis to Alexandria","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Archaeology and Historical Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Memphis; Geography; Geology; Paleontology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00002967267,0.0003061175,0.0003907823,0.0001430427,0.0004764191,0.0000358779,0.0003353225,0.0001840839,0.0003079543],"category_scores_gemma":[0.000004221266,0.0003155085,0.0002110317,0.000002061351,0.0006216897,0.00003912275,0.0006506372,0.0003850891,0.0006108832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000196912,"about_ca_system_score_gemma":0.00002951348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00241193,"about_ca_topic_score_gemma":0.0003870538,"domain_scores_codex":[0.9990041,0.00001146434,0.0001371891,0.0004734033,0.0001583645,0.000215463],"domain_scores_gemma":[0.9993426,0.00007167803,0.00006248755,0.0002864673,0.00009137836,0.0001454515],"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":[0.00004599459,0.000002697008,1.421776e-7,0.0000205946,0.000235617,0.0002014669,0.003934924,1.055836e-7,7.881509e-7,0.6778603,0.3172008,0.0004966824],"study_design_scores_gemma":[0.0001303331,0.00005335369,0.00000109181,0.0001099152,0.0003497618,9.749141e-7,0.0002287705,0.000001753768,0.000005182781,0.0007846699,0.997972,0.0003621621],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003316711,0.000996602,0.00002687151,0.0001892688,0.001564891,0.0002135178,0.001099534,0.0002091516,0.995667],"genre_scores_gemma":[0.0008640954,0.00008412582,0.00001933798,0.0001915108,0.001469233,0.000001172039,0.00005013835,0.00004023203,0.9972802],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6807713,"threshold_uncertainty_score":0.9999297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03559159337310664,"score_gpt":0.1915038900171373,"score_spread":0.1559122966440307,"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."}}