{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003286967,0.0005041915,0.0004787027,0.0004253814,0.0002904379,0.0005907056,0.0005400345,0.0004680505,0.008898838],"category_scores_gemma":[0.0007041522,0.0002357797,0.0007545412,0.0003791494,0.0004532395,0.0006888686,0.0009807004,0.001393916,0.003624045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004851993,"about_ca_system_score_gemma":0.0003219279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004114623,"about_ca_topic_score_gemma":0.0005461239,"domain_scores_codex":[0.9996923,0.00003260317,0.00001318437,0.0001758878,0.00005000117,0.00003587826],"domain_scores_gemma":[0.9996859,0.00009590769,0.00003526609,0.0001002741,0.00003517745,0.00004757139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001481208,0.00007447215,0.00505966,0.0002083814,0.0001154756,0.0009329163,0.00008302472,0.001509483,0.8807949,0.05103085,0.003000821,0.05704188],"study_design_scores_gemma":[0.0001769713,0.0009213545,0.1494124,0.00009826993,0.0004873172,0.008888775,0.0002820481,0.05867999,0.4866984,0.1023569,0.1917804,0.0002170264],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4945889,0.00208356,0.42183,0.00251242,0.001120308,0.0002485167,0.006309144,0.005012239,0.06629496],"genre_scores_gemma":[0.9281599,0.0008002553,0.02868114,0.002340178,0.0001159175,0.0001203111,0.003046508,0.0009744258,0.03576133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008898838,"threshold_uncertainty_score":0.02976954,"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."}}