{"id":"W2084872146","doi":"10.1016/s0960-9822(03)00009-5","title":"Trait-to-Gene","year":2003,"lang":"en","type":"article","venue":"Current Biology","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; National Science Foundation","keywords":"Biology; Gene; Genetics; Function (biology); Computational biology; Phylogenetic tree; Phenotype; Flagellum; Gene Annotation; Genome","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001014268,0.0001264916,0.0001227426,0.00003119149,0.00006022272,0.000005450689,0.0001298455,0.0000760105,0.00002397637],"category_scores_gemma":[0.00007921874,0.0001130085,0.00006420716,0.0000601222,0.0000551269,1.320226e-7,0.00006525416,0.00004639447,0.00004146384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005518454,"about_ca_system_score_gemma":0.00003683995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002281028,"about_ca_topic_score_gemma":0.000006959506,"domain_scores_codex":[0.9992095,0.00005615424,0.0001330042,0.0003162686,0.00002699398,0.0002581409],"domain_scores_gemma":[0.9996068,0.000006840119,0.00002928607,0.0002265717,0.00004266952,0.00008775522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001287962,0.00004584274,0.00809736,0.000003942816,0.00003394232,2.465544e-7,0.00003374578,0.00001170575,0.972996,0.00273343,0.002298294,0.01373263],"study_design_scores_gemma":[0.0002455861,0.0002241085,0.005835135,0.000001684586,0.000007914641,0.00000718775,0.00001321568,8.122861e-7,0.1621013,0.0006787365,0.8307148,0.0001695322],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987904,0.006509115,0.001705294,0.00009833423,0.001091083,0.0001499048,0.00005002255,0.000004223679,0.00248799],"genre_scores_gemma":[0.9979715,0.0004252602,0.0009332515,0.0002372663,0.000209121,0.00003103973,0.00004807229,0.00001194185,0.0001325386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8284165,"threshold_uncertainty_score":0.4608352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02453483827451936,"score_gpt":0.2858910217957208,"score_spread":0.2613561835212014,"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."}}