{"id":"W4396214415","doi":"10.1145/3649836","title":"Persimmon: Nested Family Polymorphism with Extensible Variant Types","year":2024,"lang":"en","type":"article","venue":"Proceedings of the ACM on Programming Languages","topic":"Chemical synthesis and alkaloids","field":"Chemistry","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Polymorphism (computer science); Extensibility; Nested set model; Genetics; Biology; Computer science; Programming language; Genotype; Gene","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":[0.0001344888,0.0002085554,0.0002257947,0.00004799985,0.00008421332,0.0001702589,0.0008357424,0.0001003662,0.0001062904],"category_scores_gemma":[0.0003876979,0.0001192894,0.0001392364,0.000310858,0.0001232367,0.00009663986,0.0002740306,0.0002558793,0.00001351837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003926954,"about_ca_system_score_gemma":0.00002731758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007501579,"about_ca_topic_score_gemma":0.000001099754,"domain_scores_codex":[0.9988225,0.000002047047,0.000191309,0.0003557703,0.0003323786,0.0002960148],"domain_scores_gemma":[0.9993002,0.0001067903,0.00009139664,0.0003521376,0.0000840541,0.0000654024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008677562,0.0001209805,0.001081365,0.0007043294,0.0001526103,0.00002534575,0.0006695972,7.256357e-7,0.9092724,0.003016262,0.001398883,0.08347072],"study_design_scores_gemma":[0.0002830594,0.00009829038,0.0005576239,0.002154589,0.0001983218,0.0001031673,0.002940897,0.00005902186,0.9718147,0.0009539992,0.02047581,0.0003605602],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781976,0.003457822,0.000001219655,0.001950791,0.00005586082,0.0001097556,0.000007756427,0.0003105983,0.01590862],"genre_scores_gemma":[0.9949318,0.00002526234,0.002065333,0.00009708999,0.0001987448,0.00003006866,0.000002125971,0.00004782148,0.002601805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08311015,"threshold_uncertainty_score":0.4864481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0113331306065745,"score_gpt":0.2341459320917112,"score_spread":0.2228128014851367,"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."}}