{"id":"W2916773787","doi":"10.1101/564005","title":"Repeatability of adaptive radiation depends on spatial scale: regional versus global replicates of stickleback in lake versus stream habitats","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Gasterosteus; Stickleback; Adaptive radiation; Parallel evolution; Spatial ecology; Biology; Divergence (linguistics); Ecology; Repeatability; Adaptation (eye); Scale (ratio); Statistics; Geography; Cartography; Mathematics; Genetics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006361455,0.0001567356,0.0003777112,0.000708336,0.0003956634,0.0004808735,0.0002284694,0.000244741,0.0009009865],"category_scores_gemma":[0.001710333,0.0001279962,0.0003979931,0.0005119292,0.0004673724,0.0002357734,0.0004925625,0.0003716535,0.00008555143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002007445,"about_ca_system_score_gemma":0.0001238358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003859893,"about_ca_topic_score_gemma":0.007480553,"domain_scores_codex":[0.9996129,0.0001153231,0.0000261953,0.0001554483,0.00005577176,0.000034389],"domain_scores_gemma":[0.9985551,0.0005361628,0.0003460053,0.0002565144,0.0001685294,0.0001376452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00049828,0.00006898322,0.8673984,0.00006580455,0.0005798377,0.0001179316,0.0008979794,0.001873271,0.1215965,0.0001719655,0.0001271509,0.006603833],"study_design_scores_gemma":[0.000002967293,0.00004589703,0.9979289,0.000001594517,0.00002925272,0.0000296418,0.00009517454,0.0009306376,0.0008423786,0.00004328828,0.00004544012,0.000004815579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993951,0.00001922034,0.0003785451,0.000002646809,7.412006e-7,0.000001914445,0.0001008008,0.000006583368,0.00009452466],"genre_scores_gemma":[0.9994388,0.000004360796,0.000260468,0.000005908602,0.000001116089,0.000006235647,0.0002236687,0.00000520812,0.0000542337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003859893,"threshold_uncertainty_score":0.007674873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01971048357239448,"score_gpt":0.244842540116017,"score_spread":0.2251320565436225,"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."}}