{"id":"W4403482848","doi":"10.1093/evlett/qrae053","title":"Same trait, different genes: pelvic spine loss in three brook stickleback populations in Alberta, Canada","year":2024,"lang":"en","type":"article","venue":"Evolution Letters","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Stickleback; Biology; Parallel evolution; Gasterosteus; Evolutionary biology; Population; Genetics; Phenotype; Gene; Phylogenetics; Demography; Fishery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005028577,0.00017025,0.0001346444,0.0000761182,0.00003410649,0.00001708832,0.0001415563,0.00008776924,0.0000463198],"category_scores_gemma":[0.00002261973,0.0001671234,0.00005064396,0.0001388648,0.00005563806,0.000004842605,0.00003941643,0.0001400838,0.000007666091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001786539,"about_ca_system_score_gemma":0.0001926794,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2229571,"about_ca_topic_score_gemma":0.8984261,"domain_scores_codex":[0.998906,0.00004630864,0.0002620244,0.0003571336,0.0001402483,0.0002883105],"domain_scores_gemma":[0.9996673,0.00001357712,0.00002631925,0.0002165723,0.00001242227,0.00006375874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001217808,0.0003198003,0.5553383,0.00034406,0.0001608561,0.0000514571,0.0006216372,0.1992664,0.1561782,0.04941048,0.03149372,0.00669327],"study_design_scores_gemma":[0.0003512906,0.0000486878,0.9926661,0.00005069819,0.00001211365,0.0000104928,0.00002320542,0.001329202,0.0002848713,0.001381061,0.003619019,0.0002233108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717633,0.001739274,0.02081479,0.004642438,0.0006656036,0.0002100027,0.00003287772,0.000009635334,0.0001221351],"genre_scores_gemma":[0.9969458,0.00001062595,0.001318671,0.0006338596,0.0002648937,0.00002977518,0.000137557,0.0000208239,0.0006379996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.675469,"threshold_uncertainty_score":0.7822173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01093150728646504,"score_gpt":0.2286961552280213,"score_spread":0.2177646479415563,"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."}}