{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001411746,0.0001619538,0.0003924393,0.001556134,0.0002936678,0.0007768154,0.0004073274,0.0003117084,0.000961457],"category_scores_gemma":[0.007051195,0.0001522143,0.0003009149,0.001115415,0.0007673849,0.001391812,0.0009978081,0.0004064334,0.0001819874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001681797,"about_ca_system_score_gemma":0.0001081894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001035943,"about_ca_topic_score_gemma":0.003085135,"domain_scores_codex":[0.9986167,0.0004223171,0.0001665365,0.0004076048,0.0002655314,0.000121301],"domain_scores_gemma":[0.9935853,0.002784188,0.002107227,0.000712075,0.0004435044,0.0003677456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009406377,0.00002317402,0.9907677,0.00003897316,0.000212737,0.00006032966,0.0003325827,0.000269298,0.002117517,0.0001163042,0.000115088,0.0058523],"study_design_scores_gemma":[0.000003582657,0.00007680944,0.9970672,0.000008845068,0.00003542001,0.0004010967,0.0006326743,0.0008953198,0.0003459073,0.0002583819,0.0002668625,0.000008065008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985958,0.0001608486,0.0004411876,0.00001646421,0.000003975146,0.000003634912,0.0002005864,0.000007167918,0.0005704743],"genre_scores_gemma":[0.9992262,0.00006551091,0.0003098088,0.00001490791,0.000007132458,0.000006479089,0.0003046475,0.000003587178,0.00006174368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001556134,"threshold_uncertainty_score":0.007466137,"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."}}