{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00143532,0.0008289483,0.0006960884,0.004355604,0.006355884,0.01032347,0.0007416829,0.001924239,0.2865932],"category_scores_gemma":[0.00544242,0.0005254911,0.0003542988,0.003032238,0.001753622,0.005117862,0.004895939,0.002469551,0.1400507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004973125,"about_ca_system_score_gemma":0.006939417,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01442274,"about_ca_topic_score_gemma":0.04619786,"domain_scores_codex":[0.9981331,0.0001630505,0.00007737492,0.0003034686,0.001096095,0.0002269034],"domain_scores_gemma":[0.9964883,0.000257967,0.0001222634,0.0003133319,0.0016009,0.001217184],"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":[0.00001700345,0.000009801393,0.0001280022,0.00005056421,0.000001697276,0.00008012609,0.000193648,0.0000172962,0.0001095532,0.009770344,0.9540954,0.03552657],"study_design_scores_gemma":[6.246248e-7,0.000002199862,0.0001168097,0.00002174321,3.45043e-7,0.00002653673,0.00004483169,0.000004009768,0.00003355642,0.0002399994,0.9995071,0.000002322325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003063483,0.01582781,0.001341562,0.02593037,0.07619749,0.0001271384,0.002168622,0.001388693,0.8739549],"genre_scores_gemma":[0.003756152,0.002345213,0.0003381002,0.0007506376,0.003009152,0.00002140855,0.0003301579,0.0003855441,0.9890636],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9855773,"threshold_uncertainty_score":0.9587498,"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."}}