{"id":"W4250054941","doi":"10.1002/9781444338386.wbeah15046.pub2","title":"Astronomy, Egyptian","year":2019,"lang":"en","type":"other","venue":"The Encyclopedia of Ancient History","topic":"Ancient Egypt and Archaeology","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Variety (cybernetics); Astronomy; History; Physics; Computer science; Artificial intelligence","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":[0.0001571856,0.0002443682,0.0003597483,0.0002129124,0.0001129271,0.000003101074,0.0005440054,0.0000986946,0.02869283],"category_scores_gemma":[0.00001003318,0.0001705757,0.0001722056,0.00001905704,0.001413107,0.00003591421,0.0002006686,0.0002340655,0.001903127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001188679,"about_ca_system_score_gemma":0.0002285148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004176024,"about_ca_topic_score_gemma":0.0006995343,"domain_scores_codex":[0.9988674,0.00005283476,0.0002474022,0.0002722342,0.0002418497,0.0003183011],"domain_scores_gemma":[0.9989402,0.00004355667,0.000358022,0.0005694185,0.00003485664,0.0000539405],"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":[0.000005942066,0.00003424718,0.00002563709,0.00005265906,0.00002893817,0.000001388692,0.01659819,6.454538e-7,0.000002204213,0.07586025,0.9061566,0.001233283],"study_design_scores_gemma":[0.0001451377,0.00007209082,0.00002244561,0.0000566733,0.00004424486,7.58431e-7,0.0006187197,0.000001687268,4.575311e-7,0.00004510327,0.9987971,0.0001956165],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001219486,0.01229563,0.00003014419,0.0001056257,0.007271233,0.0003197693,0.00005052209,0.00009318118,0.9797119],"genre_scores_gemma":[0.0003148652,0.0003809162,0.00009955931,0.0003895682,0.001571553,0.00001705976,0.000030212,0.0001823274,0.9970139],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09264044,"threshold_uncertainty_score":0.998874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0162061968986233,"score_gpt":0.1897731697023795,"score_spread":0.1735669728037562,"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."}}