{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003756665,0.0002908949,0.0003231708,0.001582258,0.002002807,0.0006093464,0.0006149943,0.0003059932,0.001178132],"category_scores_gemma":[0.0004193752,0.0001641831,0.0002615502,0.001495764,0.000989369,0.0001019154,0.0004707091,0.0003156607,0.00008006357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005448249,"about_ca_system_score_gemma":0.002825184,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8579277,"about_ca_topic_score_gemma":0.9532657,"domain_scores_codex":[0.9996426,0.00002854518,0.00001363006,0.0001080796,0.0001222905,0.00008485417],"domain_scores_gemma":[0.9996401,0.00004518683,0.00005748672,0.00002180641,0.0001458884,0.00008964022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005652478,0.000103173,0.9207149,0.00004331267,0.0001882054,0.0009367827,0.003540224,0.0004951357,0.05954146,0.0004566117,0.0003607946,0.0130542],"study_design_scores_gemma":[0.000006535508,0.00003448561,0.9980475,0.000005441672,0.00002112162,0.0001003778,0.0008155603,0.0001792359,0.0003851675,0.00003316239,0.0003650117,0.000006421985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991014,0.00005493555,0.0001503678,0.00001888154,0.000002056655,0.00001030458,0.0001975153,0.00000342205,0.0004611929],"genre_scores_gemma":[0.9983785,0.00005482863,0.00044085,0.00003014797,0.000001310602,0.00001015358,0.0003956475,0.000003412791,0.0006851376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1420723,"threshold_uncertainty_score":0.2858179,"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."}}