{"id":"W6960976358","doi":"10.14288/1.0178538","title":"The Ladysmith Daily Ledger","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Scientific Innovation and Industrial Efficiency","field":"Decision 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":[0.001540385,0.0007161685,0.0005835802,0.003013195,0.004215912,0.009467456,0.00064942,0.002210605,0.2087574],"category_scores_gemma":[0.00579322,0.0004377133,0.0003338649,0.002249984,0.001798438,0.00372662,0.003422805,0.002560559,0.08591914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005016314,"about_ca_system_score_gemma":0.007322813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01007074,"about_ca_topic_score_gemma":0.02977579,"domain_scores_codex":[0.9980828,0.000184831,0.00008490642,0.00029888,0.001127608,0.000220958],"domain_scores_gemma":[0.9963602,0.0004191929,0.0001398833,0.0003156976,0.00158161,0.001183342],"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":[0.00002670741,0.00001408963,0.0001762553,0.00005526873,0.000002585949,0.00009540914,0.0001677968,0.0000427921,0.0001415102,0.02082491,0.9328811,0.04557156],"study_design_scores_gemma":[0.000001083022,0.000003909311,0.000147193,0.00002834908,5.076541e-7,0.00003178628,0.00004242612,0.00001074321,0.00005223004,0.0005680718,0.9991106,0.00000299242],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003879034,0.02224023,0.002096743,0.03754196,0.07703639,0.0001309047,0.001541735,0.001071656,0.8544614],"genre_scores_gemma":[0.006511638,0.003427001,0.0005208661,0.0009644668,0.003307788,0.00002569153,0.0002347117,0.0002482394,0.9847596],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2087574,"threshold_uncertainty_score":0.6983631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2874253514819269,"score_gpt":0.4563335534986898,"score_spread":0.1689082020167629,"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."}}