{"id":"W6960671945","doi":"10.14288/1.0178442","title":"The Ladysmith 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; 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":[0.0002372663,0.00005059443,0.0000548323,9.257826e-7,0.02089635,0.004917012,0.0007885051,0.0000225406,0.0006936233],"category_scores_gemma":[0.00008481101,0.00001242831,0.00003556702,0.00008408583,0.00006455446,0.000156295,0.0002501605,0.00005931621,0.00004613785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002014458,"about_ca_system_score_gemma":0.00001292206,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01221939,"about_ca_topic_score_gemma":0.03418288,"domain_scores_codex":[0.9995362,0.00002992205,0.0000744205,0.0001219481,0.00009574038,0.0001417272],"domain_scores_gemma":[0.9996793,0.00004184499,0.00005112964,0.0001228923,0.00006314369,0.00004173657],"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":[0.00002941257,0.00004692949,0.0007910015,3.914011e-7,0.0000187596,7.79947e-7,0.00002428479,4.954291e-7,0.002466496,0.0001942957,0.9233921,0.07303508],"study_design_scores_gemma":[0.00009424161,0.00007533555,0.02670149,0.000004262683,0.00000490097,0.000001892883,0.0001487183,0.00001668742,0.0006983066,0.000665807,0.9715255,0.00006281704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01097708,0.00008629204,0.000002142915,0.01451441,0.0004789088,0.0004068527,0.00001172627,0.0000214979,0.9735011],"genre_scores_gemma":[0.4347143,0.0000446859,0.00001761627,0.0001824078,0.0001815334,0.00008330929,0.000001330887,4.256406e-7,0.5647743],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4237373,"threshold_uncertainty_score":0.996116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06189257260210066,"score_gpt":0.252103615064561,"score_spread":0.1902110424624603,"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."}}