{"id":"W6960909832","doi":"10.14288/1.0178391","title":"The Ladysmith Daily Ledger","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Scientific Computing and Data Management","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":[0.003000424,0.0008471071,0.0008966129,0.004443804,0.004283611,0.01304193,0.0008358872,0.002439214,0.1966941],"category_scores_gemma":[0.01279317,0.0005910675,0.000454528,0.003772455,0.00213685,0.005664341,0.004339461,0.003234339,0.1134512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005207888,"about_ca_system_score_gemma":0.009585507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009153997,"about_ca_topic_score_gemma":0.01969486,"domain_scores_codex":[0.9961082,0.0004199859,0.0002072424,0.0006140869,0.002305173,0.0003452309],"domain_scores_gemma":[0.9914076,0.001074922,0.0003387647,0.0009028335,0.00395288,0.002322938],"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":[0.00002500485,0.00001114317,0.0001534689,0.00005371558,0.000002901824,0.00006552781,0.00009916792,0.00003653664,0.00008706934,0.01122594,0.9456356,0.04260395],"study_design_scores_gemma":[0.000001337051,0.000003524882,0.0001209071,0.00003800597,5.966635e-7,0.00002738099,0.00003233326,0.00001213298,0.00004566131,0.0006888253,0.9990255,0.000003904805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003435097,0.03251768,0.004418005,0.08301153,0.1570964,0.0002552263,0.004156099,0.002274099,0.7128359],"genre_scores_gemma":[0.006282024,0.006782374,0.001227166,0.002726242,0.008974463,0.00006623134,0.0008040016,0.000663965,0.9724735],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.990846,"threshold_uncertainty_score":0.6580073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2155605838673324,"score_gpt":0.4411005754133798,"score_spread":0.2255399915460474,"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."}}