{"id":"W6961188593","doi":"10.14288/1.0178413","title":"The Daily Ledger","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Genetic diversity and population structure","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001761558,0.0008541307,0.0007095798,0.003400923,0.005085284,0.008964375,0.0007983175,0.002002859,0.1923635],"category_scores_gemma":[0.006533611,0.0005351772,0.0003707602,0.002624021,0.002239321,0.004023598,0.004143899,0.002794686,0.08360272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004228045,"about_ca_system_score_gemma":0.006470966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01229806,"about_ca_topic_score_gemma":0.03295748,"domain_scores_codex":[0.9980183,0.0002576389,0.00008627676,0.0003665558,0.001014699,0.0002566122],"domain_scores_gemma":[0.9957015,0.0004586328,0.0001803011,0.0004426207,0.001806648,0.001410209],"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":[0.00003298615,0.00001256255,0.0002607214,0.00004725151,0.000002819778,0.000116293,0.0002204386,0.00002323902,0.0001851873,0.01101075,0.9452436,0.04284418],"study_design_scores_gemma":[0.000001193918,0.000003424753,0.0002081916,0.0000232849,5.07282e-7,0.00003930236,0.00005051767,0.000005400698,0.00005370853,0.0003646876,0.9992461,0.000003684621],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005217755,0.02301098,0.002559251,0.04698364,0.1478452,0.0002098569,0.003544308,0.001636866,0.7689922],"genre_scores_gemma":[0.006813101,0.003111537,0.0007623015,0.001682205,0.005301139,0.00003459118,0.0005122364,0.0005231415,0.9812598],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8076366,"threshold_uncertainty_score":0.6435199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.020610580814251,"score_gpt":0.2786272671389158,"score_spread":0.2580166863246648,"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."}}