{"id":"W1596002455","doi":"10.1111/j.1420-9101.2010.02133.x","title":"Testing for mating isolation between ecotypes: laboratory experiments with lake, stream and hybrid stickleback","year":2010,"lang":"en","type":"article","venue":"Journal of Evolutionary Biology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Stiftung Stiefel-Zangger; Natural Sciences and Engineering Research Council of Canada; Vlaamse regering; Fonds Wetenschappelijk Onderzoek; McGill University; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Stickleback; Gasterosteus; Biology; Ecological speciation; Reproductive isolation; Mating; Mate choice; Ecology; Mating preferences; Three-spined stickleback; Assortative mating; Sexual selection; Fish migration; Genetic algorithm; Zoology; Habitat; Fish <Actinopterygii>; Gene flow; Fishery; Population; Genetic variation","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":[0.0002148377,0.00007235576,0.0001283873,0.00003511805,0.0001780374,0.000004735027,0.00007200419,0.00004403776,0.0001336658],"category_scores_gemma":[0.0001889263,0.00005546795,0.00001420892,0.00005720372,0.0001927228,0.0001731973,0.00006954943,0.0001184043,0.000006657881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002469472,"about_ca_system_score_gemma":0.00001324811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004203601,"about_ca_topic_score_gemma":0.00007388616,"domain_scores_codex":[0.9994885,0.00002882149,0.0001927327,0.0001077498,0.00004902484,0.0001331771],"domain_scores_gemma":[0.9994406,0.0002004892,0.0002322271,0.00005024887,0.00003992469,0.00003647943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003061728,0.00002901714,0.9904777,0.000005578085,0.00003197206,0.000002224243,0.00003726126,0.00005038549,0.003637925,0.00006892072,0.004745957,0.000882437],"study_design_scores_gemma":[0.000438474,0.0006877146,0.9895958,0.000008770434,0.0000346362,0.00002404099,0.0000794426,0.0002488471,0.0001069137,0.001300783,0.007397926,0.00007664808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997182,0.00004541788,0.001258971,0.0002591403,0.0001495428,0.0001154831,0.00002124605,0.000007719585,0.0009604789],"genre_scores_gemma":[0.9697643,0.000005135365,0.0299346,0.0001041472,0.0001376364,0.000004145415,0.000007042889,0.000004804398,0.00003822651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02867563,"threshold_uncertainty_score":0.2261917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01299111455822063,"score_gpt":0.2463094645098195,"score_spread":0.2333183499515989,"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."}}