{"id":"W6961051920","doi":"10.14288/1.0178580","title":"The Ladysmith Daily Ledger","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"DNA and Biological Computing","field":"Biochemistry, Genetics and Molecular Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.001753275,0.0009069938,0.0006784254,0.003883425,0.005364372,0.009924056,0.0007703486,0.001957974,0.2625006],"category_scores_gemma":[0.006692283,0.000575339,0.0004112873,0.002676584,0.001840084,0.005085241,0.004726456,0.002721024,0.137887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004142174,"about_ca_system_score_gemma":0.00595812,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009712493,"about_ca_topic_score_gemma":0.02525114,"domain_scores_codex":[0.9978551,0.0002109302,0.00009238881,0.0003537937,0.001235829,0.0002518636],"domain_scores_gemma":[0.9956388,0.0003713348,0.0001515613,0.0004525902,0.001868818,0.001516985],"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":[0.00002481319,0.00001076588,0.000144207,0.00004111933,0.000001911292,0.00009359817,0.0001425131,0.00002071962,0.0001583426,0.01055169,0.9535919,0.03521835],"study_design_scores_gemma":[9.29336e-7,0.000003099675,0.0001137486,0.00001938862,3.975939e-7,0.0000350926,0.00003331521,0.000006190468,0.00005495542,0.0003280388,0.9994017,0.000003082692],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003566903,0.01601143,0.002573168,0.03697469,0.1178229,0.0001739721,0.002619648,0.002265912,0.8179914],"genre_scores_gemma":[0.003772485,0.002347557,0.0005786319,0.001072153,0.003927107,0.00002566981,0.0003780705,0.0005685058,0.9873298],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9902875,"threshold_uncertainty_score":0.8781521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02472008646365593,"score_gpt":0.2973531182417727,"score_spread":0.2726330317781168,"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."}}