{"id":"W6960600194","doi":"10.14288/1.0178342","title":"The Daily Ledger","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Plant Taxonomy and Phylogenetics","field":"Agricultural and Biological Sciences","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":[0.000104357,0.00003694626,0.00004074366,7.060033e-7,0.01685239,0.003165005,0.0007046937,0.00002393912,0.0003800451],"category_scores_gemma":[0.00004421693,0.00001029351,0.00002452172,0.00006811882,0.00005280128,0.00006965609,0.0001742162,0.00004591233,0.00003312968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005631717,"about_ca_system_score_gemma":0.000008977625,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003233388,"about_ca_topic_score_gemma":0.03706113,"domain_scores_codex":[0.9997058,0.00002065098,0.0000518081,0.00008453638,0.00003673881,0.0001004901],"domain_scores_gemma":[0.9997036,0.0001164814,0.00004307217,0.00008158864,0.00002305328,0.00003213724],"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":[0.00001950978,0.00003425573,0.001408627,2.091903e-7,0.0000147051,0.000001261329,0.000008145955,0.000001394886,0.003657711,0.0003647181,0.9273633,0.06712612],"study_design_scores_gemma":[0.0000393333,0.00003096324,0.03365842,0.000001498525,0.000002945034,0.000003764228,0.00003459982,0.00001565331,0.0004414925,0.001122687,0.9646049,0.00004374561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03305954,0.00003548316,0.000002090575,0.002428695,0.0003367244,0.0002217888,0.00005288539,0.0000107642,0.963852],"genre_scores_gemma":[0.5221367,0.00007994327,0.00004831823,0.0001028686,0.0002034937,0.00005778706,0.000005879983,2.27383e-7,0.4773647],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4890772,"threshold_uncertainty_score":0.9978698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05036727368967569,"score_gpt":0.2465236581928218,"score_spread":0.1961563845031461,"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."}}