{"id":"W1989998265","doi":"10.1371/journal.pone.0077415","title":"Commonly Rare and Rarely Common: Comparing Population Abundance of Invasive and Native Aquatic Species","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Strategic Environmental Research and Development Program; Wisconsin Sea Grant Institute, University of Wisconsin; National Science Foundation; Vetenskapsrådet; Svenska Forskningsrådet Formas; U.S. Fish and Wildlife Service; Wisconsin Department of Natural Resources; U.S. Department of Defense","keywords":"Invasive species; Abundance (ecology); Biology; Rare species; Introduced species; Ecology; Population; Common species; Relative species abundance; Habitat","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007965089,0.00008838241,0.0002408014,0.00002136586,0.0001196973,0.00001655825,0.00007909009,0.00004959774,0.001403396],"category_scores_gemma":[0.00004587605,0.00008137562,0.00001091746,0.00006602812,0.0003211449,0.0002746196,0.0001275517,0.00009359921,0.0001506447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003940564,"about_ca_system_score_gemma":0.000003545456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000951437,"about_ca_topic_score_gemma":0.002001474,"domain_scores_codex":[0.9993304,0.00005911528,0.0001864966,0.0001486256,0.0001554521,0.0001199229],"domain_scores_gemma":[0.9995797,0.0001424493,0.0001161828,0.000105427,0.000008188354,0.00004805937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005953208,0.0002129448,0.9906752,0.00002953433,0.00001948038,0.000001172582,0.0007979851,0.00000374961,0.007607915,0.0001305097,0.000176846,0.0003387515],"study_design_scores_gemma":[0.0002617133,0.00009116383,0.9854565,0.00006727002,0.00004516796,0.000001729663,0.0002832236,0.003762021,0.008188285,0.00174421,0.00000189696,0.00009681425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971679,0.00004442589,0.00001087409,0.0002069702,0.00001175994,0.0003280666,0.000002866433,0.00001260129,0.002214478],"genre_scores_gemma":[0.9983498,0.00002032438,0.001080401,0.0001043288,0.000008241588,0.00002100965,0.00001092371,0.000005877005,0.0003991377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005218653,"threshold_uncertainty_score":0.9995095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04475439590944295,"score_gpt":0.211020354209578,"score_spread":0.1662659583001351,"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."}}