{"id":"W2203949872","doi":"10.2458/azu_jaei_v03i4_schneider","title":"Egypt and the Chad: Some Additional Remarks","year":2011,"lang":"en","type":"article","venue":"Journal of Ancient Egyptian Interconnections","topic":"Ancient Egypt and Archaeology","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Addendum; Connection (principal bundle); History; Structural basin; Geography; Ancient history; Archaeology; Linguistics; Geology; Paleontology; Philosophy; Geometry; Mathematics","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":[0.0004896232,0.0001286142,0.0002340919,0.0002429398,0.0005352614,0.00006076895,0.0002231911,0.00003955756,0.01957019],"category_scores_gemma":[0.0001576224,0.0000782154,0.0002185683,0.000049845,0.001455782,0.0004782554,0.00007868339,0.0003297348,0.00007398865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003210152,"about_ca_system_score_gemma":0.00005934436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005091022,"about_ca_topic_score_gemma":0.0003157626,"domain_scores_codex":[0.9989082,0.00009331136,0.0004509111,0.00012837,0.000188601,0.000230576],"domain_scores_gemma":[0.9989289,0.0002283856,0.0003239106,0.0001337993,0.000271563,0.0001134097],"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":[0.0001748017,0.00009765974,0.00009464424,0.00000639476,0.00009424998,0.00001579775,0.03447954,0.000001222508,0.00002322542,0.8718085,0.09245563,0.0007483172],"study_design_scores_gemma":[0.001767357,0.0005921753,0.002553128,0.0001206596,0.0001059033,0.000744443,0.01556138,0.0001329116,0.0000707661,0.05373577,0.9244049,0.0002106607],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4638871,0.004419768,0.00341976,0.01768475,0.01814942,0.0008002577,0.0006845234,0.0001462894,0.4908081],"genre_scores_gemma":[0.9895383,0.0001191449,0.0004042672,0.002721884,0.0015966,0.0000151002,0.000009222394,0.00001565203,0.005579888],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8319492,"threshold_uncertainty_score":0.981326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03070760858553783,"score_gpt":0.2058749211080418,"score_spread":0.1751673125225039,"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."}}