{"id":"W2073782245","doi":"10.1002/ece3.1012","title":"Asymmetric reproductive barriers and mosaic reproductive isolation: insights from<scp>M</scp>isty lake–stream stickleback","year":2014,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Gasterosteus; Stickleback; Reproductive isolation; Ecological speciation; Inlet; Biology; Ecotype; Population; Ecology; Fish migration; Selection (genetic algorithm); Reproductive success; Genetic divergence; Genetic algorithm; Fish <Actinopterygii>; Fishery; Gene flow; Genetic variation; Genetic diversity; Demography; Geology; Oceanography; 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":[0.00009361262,0.0001038928,0.0001403623,0.0003984282,0.000367951,0.0002756336,0.0001481864,0.0001360131,0.0005925323],"category_scores_gemma":[0.0001744928,0.00007873931,0.00009317311,0.0001917707,0.000488102,0.0001415434,0.0002758703,0.0001565508,0.00004704426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000492531,"about_ca_system_score_gemma":0.0004335757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03599936,"about_ca_topic_score_gemma":0.1131942,"domain_scores_codex":[0.9999655,0.000004535921,0.000001948321,0.0000106876,0.000007966729,0.000009309707],"domain_scores_gemma":[0.9998734,0.00001729506,0.00004887793,0.000007194536,0.00001576856,0.00003753546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003332802,0.00005292286,0.7781266,0.00008609363,0.0000546897,0.0004655334,0.001745157,0.0006167865,0.2054432,0.0005226239,0.0001441846,0.01240886],"study_design_scores_gemma":[0.000002344297,0.00003689886,0.998143,0.000002273209,0.000008137949,0.00006331392,0.0002552388,0.0004135595,0.0008702034,0.0000714393,0.0001304698,0.000003317017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997771,0.00002660097,0.00004280389,0.000005721665,2.058494e-7,5.693125e-7,0.00001387944,0.000001025988,0.0001319249],"genre_scores_gemma":[0.9997116,0.0000269853,0.0001137754,0.00001165277,7.895263e-7,0.000001516603,0.00003958789,8.086981e-7,0.00009325179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03599936,"threshold_uncertainty_score":0.07157964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004946345605695433,"score_gpt":0.1897517256677122,"score_spread":0.1848053800620167,"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."}}