{"id":"W6923361544","doi":"10.14288/1.0178546","title":"The Ladysmith Daily Ledger","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Educational Robotics and Engineering","field":"Computer Science","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"],"consensus_categories":[],"category_scores_codex":[0.0001380377,0.00003585776,0.00003496512,0.000009291786,0.008962089,0.007996246,0.001614832,0.00001140547,0.00001883327],"category_scores_gemma":[0.00007945029,0.00002618625,0.00001702046,0.0001211856,0.00002214688,0.0003560516,0.0003969912,0.00005456273,0.00002489281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002440094,"about_ca_system_score_gemma":0.0001124839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007470459,"about_ca_topic_score_gemma":0.0004966564,"domain_scores_codex":[0.9996762,0.000006702221,0.00005422201,0.0001000617,0.00006382459,0.00009903806],"domain_scores_gemma":[0.9992278,0.00006337297,0.00002997311,0.0005898358,0.00005307528,0.00003595915],"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":[8.337296e-7,0.00002674142,0.00007101092,6.523862e-7,0.00001742727,8.689461e-7,0.0001076145,0.0009058909,0.00001379467,0.124846,0.8700337,0.003975482],"study_design_scores_gemma":[0.0001649917,0.00002041088,0.008245815,0.000008885841,0.000003677429,0.0000122095,0.00004188446,0.04898036,0.0001114475,0.01611159,0.9261757,0.0001230545],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002716118,0.00002649479,0.1872984,0.006412793,0.001427243,0.0001145633,7.800435e-7,0.00002428539,0.8046682],"genre_scores_gemma":[0.08997239,0.00003991033,0.03049163,0.0001274343,0.0001670021,0.00009667782,4.145872e-7,0.000007591852,0.8790969],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1568068,"threshold_uncertainty_score":0.9930335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0275149151946558,"score_gpt":0.2847109635962985,"score_spread":0.2571960484016427,"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."}}