{"id":"W1988003161","doi":"10.1038/nature07974","title":"Evolutionary diversification in stickleback affects ecosystem functioning","year":2009,"lang":"en","type":"article","venue":"Nature","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":379,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Stickleback; Ecosystem; Gasterosteus; Adaptive radiation; Limnetic zone; Generalist and specialist species; Ecology; Marine ecosystem; Biomass (ecology); Biodiversity; Diversification (marketing strategy); Biology; Species richness; Benthic zone; Fishery; Phylogenetics; Littoral zone; Habitat; Fish <Actinopterygii>","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000937581,0.00005036934,0.00005176699,0.00002757307,0.0001156382,0.000004464483,0.00007238625,0.000225207,0.0003907608],"category_scores_gemma":[0.00003353824,0.00004804458,0.00001369545,0.0001586163,0.00001676637,0.0001362388,0.0000470819,0.00035499,0.0003351845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001411789,"about_ca_system_score_gemma":0.000001485011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003832737,"about_ca_topic_score_gemma":0.0003268521,"domain_scores_codex":[0.9995785,0.00002297242,0.00004770073,0.0001496628,0.00009056964,0.0001105772],"domain_scores_gemma":[0.9998605,0.00002227033,0.00002502338,0.00007559011,0.000002524314,0.00001404815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001892084,0.00006496649,0.6846437,0.000006163898,0.000006243952,0.000009127626,0.0001149917,0.001549317,0.0001203473,0.001225776,0.3108706,0.001369925],"study_design_scores_gemma":[0.0001430354,0.00003137639,0.9854713,0.0000062234,0.000004851433,8.569784e-7,0.00006076362,0.0003910757,0.00001280677,0.0005212969,0.01330445,0.0000519544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8580595,0.0001452117,0.0001170226,0.00552285,0.0004389786,0.0002785864,0.00000214161,0.00007053251,0.1353651],"genre_scores_gemma":[0.997668,0.00001524092,0.0001783617,0.001184248,0.000023225,0.000004765111,0.000006497511,0.000001517389,0.0009181558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3008277,"threshold_uncertainty_score":0.4308231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004409265602142796,"score_gpt":0.1991901486627334,"score_spread":0.1947808830605906,"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."}}