{"id":"W6960849134","doi":"10.14288/1.0178363","title":"The Daily Ledger","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Leaf Properties and Growth Measurement","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0002150783,0.0000420302,0.00004557888,7.043091e-7,0.02219711,0.005005298,0.0007434755,0.00001938845,0.0007045557],"category_scores_gemma":[0.00008439127,0.00001008109,0.000032134,0.00007102846,0.00005564948,0.0001397336,0.000233583,0.00004946371,0.00004393962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001670683,"about_ca_system_score_gemma":0.00001010251,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01157918,"about_ca_topic_score_gemma":0.0301362,"domain_scores_codex":[0.9996023,0.00002514639,0.00006532634,0.0001044542,0.00008026489,0.0001225716],"domain_scores_gemma":[0.9997203,0.00003757343,0.00004331373,0.0001092401,0.00005396047,0.00003563994],"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":[0.00002163205,0.00003612501,0.0004626278,3.31188e-7,0.00001371192,5.161439e-7,0.00001851678,4.311817e-7,0.003458076,0.0001811936,0.9312241,0.06458274],"study_design_scores_gemma":[0.00007151227,0.00005670354,0.02060338,0.000003057351,0.000003543871,0.00000139031,0.0001205528,0.00001233363,0.0005311803,0.0008010191,0.9777456,0.00004976857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01240666,0.00007162068,0.000001089054,0.01413837,0.0004619777,0.0003366832,0.000007748906,0.00001667189,0.9725592],"genre_scores_gemma":[0.3928159,0.00003791571,0.00001474833,0.0001573199,0.0001739915,0.0000776192,0.000001194508,3.186196e-7,0.606721],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3804092,"threshold_uncertainty_score":0.9960276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0683986157457294,"score_gpt":0.2561311104372611,"score_spread":0.1877324946915316,"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."}}