{"id":"W2144887058","doi":"10.1098/rstb.2009.0007","title":"Can gene flow have negative demographic consequences? Mixed evidence from stream threespine stickleback","year":2009,"lang":"en","type":"article","venue":"Philosophical Transactions of the Royal Society B Biological Sciences","topic":"Demographic Trends and Gender Preferences","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Environment Research Council","keywords":"Stickleback; Gene flow; Biology; Gasterosteus; Evolutionary biology; Ecology; Gene; Fish <Actinopterygii>; Genetics; Fishery; Genetic variation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.004900732,0.0004394578,0.0005104158,0.001563416,0.0006870617,0.001330202,0.000809541,0.001053172,0.002550407],"category_scores_gemma":[0.01234378,0.0002351573,0.0003963562,0.001245506,0.003166957,0.001193523,0.001071321,0.0006079772,0.000260447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003151565,"about_ca_system_score_gemma":0.0002535407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004934704,"about_ca_topic_score_gemma":0.006907282,"domain_scores_codex":[0.9985288,0.0005721725,0.0001914269,0.0004471226,0.0001602751,0.0001002052],"domain_scores_gemma":[0.9783217,0.01430317,0.003951665,0.001361442,0.001200679,0.0008612831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008663576,0.00008307191,0.955658,0.0006992845,0.00126515,0.0005577225,0.0018374,0.0004412124,0.006546687,0.0008021658,0.0004468124,0.03079614],"study_design_scores_gemma":[0.00003410237,0.0002193706,0.9936958,0.000116967,0.0005788116,0.0003667249,0.001241888,0.0006538332,0.0006681732,0.001271195,0.001119848,0.0000331371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941029,0.003523659,0.0002670499,0.0005094208,0.00002188818,0.000002366319,0.00008745526,0.000007756975,0.00147757],"genre_scores_gemma":[0.998264,0.000984342,0.0001458995,0.0003358437,0.0000597632,0.000002704468,0.0001037367,0.000005452745,0.00009834566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004934704,"threshold_uncertainty_score":0.02591789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1053675268392922,"score_gpt":0.3161265618527761,"score_spread":0.2107590350134839,"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."}}