{"id":"W6960833276","doi":"10.14288/1.0178394","title":"The Daily Ledger","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Soil and Environmental Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ledger; Distributed ledger; Population; Publishing","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":[0.001707204,0.0007996103,0.0006238412,0.003763482,0.006103107,0.008749126,0.0008066415,0.001736896,0.2320253],"category_scores_gemma":[0.005935755,0.0005520649,0.0003534158,0.002992527,0.001996203,0.004104991,0.004189232,0.002374062,0.1047531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00427157,"about_ca_system_score_gemma":0.007392565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01482133,"about_ca_topic_score_gemma":0.04695483,"domain_scores_codex":[0.9980187,0.0002274377,0.00008964269,0.0003192636,0.001090162,0.0002547978],"domain_scores_gemma":[0.9959514,0.0003965287,0.0001665757,0.0004060059,0.001839102,0.001240345],"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":[0.00002871047,0.00001297452,0.0002324143,0.00005549409,0.000002015295,0.00009110951,0.0002834173,0.00001785222,0.0001760407,0.008434623,0.9505023,0.04016303],"study_design_scores_gemma":[9.425351e-7,0.000002975265,0.0002280225,0.00002460896,3.846412e-7,0.00002873805,0.00006926191,0.00000386956,0.00004805646,0.0002227935,0.9993673,0.000003035341],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004789313,0.01738141,0.00162466,0.02694131,0.08823439,0.000213171,0.003809403,0.00143956,0.8555667],"genre_scores_gemma":[0.005813535,0.002666892,0.0005802853,0.0009595586,0.003092183,0.00003479132,0.0005277897,0.0004911377,0.9858338],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2320253,"threshold_uncertainty_score":0.7762018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03656784668166429,"score_gpt":0.2413255911788437,"score_spread":0.2047577444971794,"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."}}