{"id":"W6961049820","doi":"10.14288/1.0348026","title":"Ladysmith Daily Ledger","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Advances in Cucurbitaceae Research","field":"Biochemistry, Genetics and Molecular Biology","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":[0.0001491173,0.0000757825,0.00008116767,0.00001469985,0.003810304,0.001179327,0.0008750258,0.00006715269,0.0003230895],"category_scores_gemma":[0.0002912217,0.00007359611,0.00003973615,0.00007769797,0.0001369437,0.00001400451,0.0008356808,0.00009185515,0.00003813778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002018075,"about_ca_system_score_gemma":0.0001578285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008058637,"about_ca_topic_score_gemma":0.002010721,"domain_scores_codex":[0.9993448,0.00002932324,0.00008184504,0.000266083,0.00008805483,0.0001898727],"domain_scores_gemma":[0.9989299,0.000009853665,0.00005455006,0.0008360636,0.00009979869,0.00006990456],"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":[0.00007134466,0.00008601063,0.001629385,0.000004340951,0.00005993162,0.000005322709,0.00001136293,0.00002744929,0.01313138,0.0001230983,0.9830517,0.001798673],"study_design_scores_gemma":[0.000580533,0.0001547783,0.001175572,0.000007225238,0.000007030958,0.00002094436,0.000043268,0.00005499429,0.02369382,0.0007116863,0.9734014,0.000148761],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004670307,0.0001234284,0.001916531,0.0003581239,0.0003157327,0.000350848,0.00002706869,0.000008174191,0.9922298],"genre_scores_gemma":[0.1929995,0.0001346941,0.002394849,0.00007569949,0.0002483712,0.0001234255,0.00001465296,0.00001983975,0.803989],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1883292,"threshold_uncertainty_score":0.9998575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03406800484378108,"score_gpt":0.3778254184950198,"score_spread":0.3437574136512387,"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."}}