{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001272798,0.0005825221,0.0005772697,0.0003640805,0.00160343,0.001717793,0.0007007939,0.01545693,0.008413411],"category_scores_gemma":[0.00755683,0.0002716745,0.0005492239,0.0001923617,0.002601402,0.002972936,0.001344161,0.01953719,0.007355022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001843109,"about_ca_system_score_gemma":0.0009979212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001923718,"about_ca_topic_score_gemma":0.003377885,"domain_scores_codex":[0.9990463,0.0002701314,0.00009689848,0.0001606306,0.0002966149,0.000129385],"domain_scores_gemma":[0.998379,0.0008219727,0.0001186935,0.0001411875,0.0002574233,0.0002817186],"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":[0.0001617306,0.0000604171,0.0008405288,0.000148757,0.00003029462,0.00437031,0.0001696904,0.00003054661,0.0006708649,0.01205543,0.9337866,0.0476749],"study_design_scores_gemma":[0.00006498614,0.00005294912,0.0005052773,0.0001518453,0.00001004648,0.004442876,0.000192175,0.0000696626,0.0002279292,0.01038456,0.9838836,0.00001413493],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001106454,0.01393838,0.0003105657,0.9241613,0.04823713,0.00001484874,0.00005126551,0.00006304107,0.01211718],"genre_scores_gemma":[0.01085143,0.007438733,0.000406105,0.8672258,0.0798773,0.00003306051,0.00005378629,0.00003929254,0.03407448],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01545693,"threshold_uncertainty_score":0.02814561,"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."}}