{"id":"W6923378190","doi":"10.14288/1.0178375","title":"The Ladysmith Daily Ledger","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Ancient Egypt and Archaeology","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ledger; Distributed ledger; Population; Publishing; Project commissioning","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001259116,0.00005268586,0.00006641055,0.0000110925,0.03574809,0.004230394,0.0006594253,0.00001416857,0.003583102],"category_scores_gemma":[0.00005005858,0.00003302789,0.00003444505,0.00001751375,0.0006587956,0.0002426106,0.0003293487,0.00007778942,0.0001640637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001177706,"about_ca_system_score_gemma":0.00005464933,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005196319,"about_ca_topic_score_gemma":0.08039587,"domain_scores_codex":[0.9995954,0.00002042558,0.00007663629,0.0001037184,0.000051248,0.0001525845],"domain_scores_gemma":[0.9994403,0.00005529777,0.00005948818,0.0003531618,0.00006168066,0.00003004047],"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":[0.00000944721,0.00001620048,0.00007830514,3.694233e-7,0.00001501699,0.000001098349,0.002034587,2.684853e-7,0.0000010459,0.1969386,0.7996783,0.00122679],"study_design_scores_gemma":[0.0001761024,0.00003248547,0.0003029603,0.000002905378,0.00000712532,0.000002117186,0.001204236,0.00003702008,0.00001198564,0.01173173,0.9864356,0.00005574118],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003501214,0.000030137,0.00002922031,0.003020016,0.001233647,0.0001811786,0.00001151823,0.00001812299,0.995126],"genre_scores_gemma":[0.1012799,0.00002123067,0.00002307509,0.0001601799,0.0003091219,0.00006251999,0.000001259656,0.00000592055,0.8981368],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1867574,"threshold_uncertainty_score":0.9973277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05257320554599952,"score_gpt":0.2761544800715447,"score_spread":0.2235812745255452,"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."}}