{"id":"W2946428211","doi":"10.7554/elife.47523","title":"Of starch and spit","year":2019,"lang":"en","type":"letter","venue":"eLife","topic":"Digestive system and related health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computational biology; Starch; Biology; Evolutionary biology; Genetics; Computer science; Chemistry; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001111121,0.000123157,0.0002093197,0.00003660735,0.00001635199,0.000005136475,0.0000976986,0.0006808395,0.00001464564],"category_scores_gemma":[0.00002203815,0.0001013442,0.000052144,0.00002362362,0.00005491267,5.10802e-7,0.00006916912,0.000304081,0.00002598119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000526998,"about_ca_system_score_gemma":0.0001254185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000251427,"about_ca_topic_score_gemma":0.000001633216,"domain_scores_codex":[0.9992232,0.00004944374,0.0001746066,0.0002430801,0.0001425977,0.0001671201],"domain_scores_gemma":[0.9995246,0.00001199283,0.0001094661,0.0002560051,0.0000734702,0.00002447179],"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":[0.00001335554,0.000006148999,0.001504597,0.0004162984,0.0000647642,0.000008864145,0.00001910505,7.216393e-7,0.005092601,0.00001285691,0.9926897,0.0001709916],"study_design_scores_gemma":[0.0001791715,0.0002887584,0.0007287962,0.00006385946,0.00001354761,0.000009988639,0.000006369109,6.84137e-7,0.003874005,0.000003030018,0.9947171,0.0001146794],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.4168913,0.02597236,0.0001625885,0.4986974,0.00293809,0.001714687,0.0005239196,0.00003489416,0.05306473],"genre_scores_gemma":[0.1957786,0.003682182,0.0003143606,0.7332917,0.006687647,0.0000211809,0.001741913,0.0001388496,0.05834357],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2345942,"threshold_uncertainty_score":0.5251258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01012313803409069,"score_gpt":0.2570240097743587,"score_spread":0.246900871740268,"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."}}