{"id":"W2034036264","doi":"10.1016/j.ppees.2012.10.001","title":"Native versus exotic community patterns across three scales: Roles of competition, environment and incomplete invasion","year":2012,"lang":"en","type":"article","venue":"Perspectives in Plant Ecology Evolution and Systematics","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Washington State University","keywords":"Species richness; Introduced species; Biological dispersal; Ecology; Competition (biology); Biology; Invasive species; Abundance (ecology); Native plant; Community; Habitat; Population","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008283965,0.0001204824,0.0002915144,0.00004931603,0.0003427712,0.000005391822,0.00008250052,0.00009544233,0.00004399039],"category_scores_gemma":[0.0001296265,0.0001085966,0.00002124125,0.00005651205,0.0006698342,0.0001397669,0.0002553271,0.0001848172,0.00001292259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000327377,"about_ca_system_score_gemma":0.000003664362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008921348,"about_ca_topic_score_gemma":0.01670006,"domain_scores_codex":[0.9987803,0.0004502778,0.0003121839,0.0001388622,0.0001065321,0.0002118109],"domain_scores_gemma":[0.9989156,0.0007111309,0.0001890958,0.0001234318,0.00001175676,0.00004901017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003612708,0.0002099123,0.9585795,0.0001982724,0.00003801887,9.379168e-7,0.02587825,0.000300074,0.00004144144,0.01470064,0.00000457977,0.00001220783],"study_design_scores_gemma":[0.0006399305,0.0001293759,0.9358189,0.00007470949,0.00001802434,0.00002783132,0.05410421,0.007186394,0.000003396236,0.001897628,0.000001786015,0.00009781904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960822,0.0004069,0.002453286,0.00006821125,0.0001129467,0.0002994535,0.00005608276,0.000009721482,0.0005111246],"genre_scores_gemma":[0.9994572,0.0001814392,0.0002812858,0.00001235979,0.000009801394,0.00003132439,0.00001041413,0.000004517108,0.00001164026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02822596,"threshold_uncertainty_score":0.9319028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03625014540865392,"score_gpt":0.2611698777866839,"score_spread":0.22491973237803,"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."}}