{"id":"W6961500887","doi":"10.14288/1.0178446","title":"The Ladysmith Daily Ledger","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"African Studies and Geopolitics","field":"Social Sciences","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081491,0.0004621456,0.0003426196,0.002489544,0.004463369,0.005646493,0.0004198251,0.001312848,0.1243372],"category_scores_gemma":[0.003197171,0.0003142429,0.000146796,0.002221349,0.001664752,0.002970134,0.003031273,0.001513909,0.02748338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003687496,"about_ca_system_score_gemma":0.004348507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01326526,"about_ca_topic_score_gemma":0.03791315,"domain_scores_codex":[0.9991668,0.0001194244,0.00003079181,0.0001297435,0.0004081768,0.0001449631],"domain_scores_gemma":[0.9986754,0.0001811488,0.0000863176,0.0001457663,0.0004521136,0.0004591729],"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":[0.00002321052,0.000009438985,0.0002979905,0.00007168865,0.00000215675,0.0001546618,0.0009099559,0.00001802828,0.0001714996,0.02874993,0.9244586,0.0451328],"study_design_scores_gemma":[5.803367e-7,0.000002358777,0.0003323334,0.00002739725,2.866441e-7,0.00003164357,0.0001263761,0.000002845641,0.00003964696,0.0003117853,0.9991229,0.000001942181],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01089671,0.03418497,0.0006181155,0.03615458,0.06774658,0.00008993768,0.001968494,0.0005485065,0.8477921],"genre_scores_gemma":[0.0224762,0.005973398,0.000339179,0.0009548029,0.004226648,0.00002447678,0.0002759736,0.0002216141,0.9655077],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1243372,"threshold_uncertainty_score":0.4159494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04444141970072309,"score_gpt":0.3643329167761782,"score_spread":0.3198914970754551,"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."}}