{"id":"W6923520359","doi":"10.14288/1.0178431","title":"The Daily Ledger","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Chemical Thermodynamics and Molecular Structure","field":"Chemistry","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":[0.001714269,0.0008697916,0.0007463148,0.002905697,0.005651627,0.00949153,0.0008666637,0.002243603,0.2276793],"category_scores_gemma":[0.006830486,0.0005860812,0.0004239945,0.002179654,0.002593972,0.004700087,0.004300439,0.003147176,0.1003159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005518609,"about_ca_system_score_gemma":0.00748894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009830316,"about_ca_topic_score_gemma":0.02593417,"domain_scores_codex":[0.9977266,0.0002670003,0.00008495767,0.0003768996,0.001237903,0.0003067112],"domain_scores_gemma":[0.9965988,0.0003750373,0.0001330832,0.0003774012,0.001415624,0.001100075],"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":[0.00002961759,0.00001386142,0.0001569883,0.00005420844,0.000002724094,0.00007497549,0.0001645727,0.00003012859,0.0001849913,0.02199216,0.943815,0.03348067],"study_design_scores_gemma":[0.000001126247,0.000003127692,0.0001053499,0.0000214565,4.468228e-7,0.00002721661,0.00003971109,0.000007379614,0.00007400952,0.0005905724,0.9991264,0.000003190783],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003674807,0.02337759,0.001834907,0.03609566,0.1010948,0.0001407097,0.001986107,0.00124906,0.8305463],"genre_scores_gemma":[0.006462905,0.003636613,0.0005071571,0.001601155,0.004490381,0.00003151147,0.0003423439,0.000439473,0.9824885],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2276793,"threshold_uncertainty_score":0.7616631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01156048345523143,"score_gpt":0.2686895865835102,"score_spread":0.2571291031282787,"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."}}