{"id":"W6961141558","doi":"10.14288/1.0178514","title":"The Daily Ledger","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Nuclear Structure and Function","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":[0.00007372282,0.00004353602,0.00003490063,0.000003711639,0.007883097,0.001571298,0.0003846247,0.00004269186,0.00009339213],"category_scores_gemma":[0.00007769949,0.0000306295,0.00003040889,0.00003118422,0.0000631935,0.000004943611,0.0002181647,0.00004380741,0.00001572299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000548392,"about_ca_system_score_gemma":0.00004074603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005483916,"about_ca_topic_score_gemma":0.002076328,"domain_scores_codex":[0.9996996,0.00001421596,0.00004986344,0.0001187789,0.00003283739,0.00008469929],"domain_scores_gemma":[0.9993968,0.000004419279,0.00004123242,0.0004926931,0.00004063891,0.00002424016],"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":[0.00004425603,0.000008010553,0.0001052812,3.638672e-7,0.00002719635,3.016455e-7,0.000005757625,0.00000201631,0.009276693,0.0001588811,0.9864172,0.003954083],"study_design_scores_gemma":[0.0001974643,0.00006256002,0.002551553,0.000001030636,0.000006885502,0.000008469119,0.00003347668,0.00001135915,0.004300035,0.0005422197,0.9922344,0.00005051551],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005554458,0.00005557107,0.000225308,0.0006868221,0.0009356076,0.0001909985,0.000006069901,0.000005491915,0.9923397],"genre_scores_gemma":[0.2161019,0.00007559899,0.0002058482,0.0001472586,0.000339652,0.00003376797,0.000007788174,0.00001039883,0.7830778],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2105474,"threshold_uncertainty_score":0.9994652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01166461352424394,"score_gpt":0.2673445988542099,"score_spread":0.2556799853299659,"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."}}