{"id":"W6923401213","doi":"10.14288/1.0178511","title":"The Ladysmith Daily Ledger","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Face Recognition and Perception","field":"Neuroscience","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001168878,0.0008213917,0.0005823533,0.003131954,0.004259511,0.006797097,0.0005615309,0.001805976,0.227016],"category_scores_gemma":[0.004320018,0.0004210062,0.0003423785,0.001663075,0.00169749,0.003980188,0.003190923,0.002330473,0.09317444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003515203,"about_ca_system_score_gemma":0.004253834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007975297,"about_ca_topic_score_gemma":0.02424948,"domain_scores_codex":[0.998724,0.0001333925,0.00005556371,0.0002452409,0.0006956021,0.0001460128],"domain_scores_gemma":[0.9975224,0.0002423555,0.0001018545,0.0002154818,0.001082233,0.0008356477],"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":[0.00002283297,0.000009043521,0.0001300628,0.00004462722,0.000002219194,0.0001027937,0.0001444391,0.00001853734,0.0001514784,0.01092751,0.9472783,0.04116814],"study_design_scores_gemma":[9.979116e-7,0.00000416002,0.0001614264,0.00002964452,5.445727e-7,0.00005714436,0.00004714017,0.000007529562,0.00006685768,0.0004419741,0.9991794,0.000003201672],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003555935,0.0226722,0.001670233,0.032159,0.1296269,0.0001122629,0.001552954,0.001162464,0.807488],"genre_scores_gemma":[0.005173218,0.003345459,0.0003939741,0.0009822947,0.005195623,0.00001893893,0.0001984226,0.0003209319,0.9843711],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.772984,"threshold_uncertainty_score":0.7594442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1005254376821109,"score_gpt":0.3482769295997366,"score_spread":0.2477514919176257,"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."}}