{"id":"W6960591130","doi":"10.14288/1.0178397","title":"The Daily Ledger","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Natural product bioactivities and synthesis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001712583,0.0009041719,0.0006572401,0.003117146,0.00539963,0.009893639,0.0007905753,0.001991373,0.2430155],"category_scores_gemma":[0.005208342,0.000535291,0.0004209322,0.002242395,0.002039502,0.004351855,0.003976696,0.003088115,0.1239381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004590982,"about_ca_system_score_gemma":0.00691238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009244295,"about_ca_topic_score_gemma":0.02729001,"domain_scores_codex":[0.9978474,0.0002309693,0.00007996539,0.0003440387,0.001207554,0.0002899597],"domain_scores_gemma":[0.9966876,0.0003014168,0.0001199964,0.0003139024,0.001358951,0.001218148],"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":[0.00003005773,0.00001446954,0.000127383,0.00005102018,0.000002154521,0.00008706548,0.0001678575,0.00001800947,0.0002674432,0.01163718,0.9490222,0.03857513],"study_design_scores_gemma":[9.781195e-7,0.000003211936,0.0000868212,0.00001644291,3.71213e-7,0.00002673336,0.00003682427,0.000003779683,0.00007063281,0.000267242,0.9994843,0.000002674541],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003044658,0.0176103,0.002004595,0.02835363,0.09619174,0.0001752564,0.002127252,0.001624464,0.8488681],"genre_scores_gemma":[0.003721029,0.002851212,0.0004943657,0.001265434,0.003147024,0.00002858896,0.0003797386,0.0004224507,0.9876902],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2430155,"threshold_uncertainty_score":0.8129678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01656045749517335,"score_gpt":0.2785336030613362,"score_spread":0.2619731455661629,"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."}}