{"id":"W2163976466","doi":"10.1890/04-0669","title":"ARE INVASIVE SPECIES THE DRIVERS OR PASSENGERS OF CHANGE IN DEGRADED ECOSYSTEMS?","year":2005,"lang":"en","type":"article","venue":"Ecology","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":1176,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biological dispersal; Competition (biology); Ecology; Biology; Habitat; Invasive species; Seed dispersal; Biomass (ecology); Introduced species; Ecosystem; Disturbance (geology); Abundance (ecology); Perennial plant; Population","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":[0.001383899,0.000232091,0.0004058791,0.0004583465,0.0005932703,0.001147444,0.0004079418,0.0005979956,0.001185611],"category_scores_gemma":[0.003741809,0.000283558,0.0002691502,0.0002814241,0.001317685,0.001669497,0.0006852566,0.0004400245,0.000126787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003953335,"about_ca_system_score_gemma":0.0003578079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002794797,"about_ca_topic_score_gemma":0.01004103,"domain_scores_codex":[0.999427,0.0001817735,0.00003555304,0.0001206011,0.0001261997,0.0001089997],"domain_scores_gemma":[0.9968823,0.0009266844,0.00127066,0.0002274651,0.000265705,0.0004272604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004069135,0.0001214481,0.9429012,0.0003533905,0.0001575311,0.0005346643,0.002520955,0.0005064659,0.01876532,0.001379278,0.0002722144,0.03208061],"study_design_scores_gemma":[0.00000696659,0.0001674231,0.9908896,0.00004104395,0.00006986854,0.0004472358,0.003901279,0.0009609174,0.0008250222,0.001159097,0.001513969,0.00001756452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977945,0.0005392611,0.0001739363,0.0003125111,0.000005034669,0.000005629009,0.00002365625,0.000006025663,0.001139522],"genre_scores_gemma":[0.9991406,0.0004769911,0.000134489,0.0000715047,0.00001308131,0.000002987018,0.00002234586,0.000002108025,0.0001357719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002794797,"threshold_uncertainty_score":0.007318854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04347857837625087,"score_gpt":0.2518729450250767,"score_spread":0.2083943666488259,"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."}}