{"id":"W2082422127","doi":"10.1371/journal.pone.0018654","title":"Why Are Some Plant Genera More Invasive Than Others?","year":2011,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Department of Agriculture","keywords":"Biology; Invasive species; Ecology; Taxonomic rank; Genus; Population; Taxon; Noxious weed; Habitat; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009506239,0.0002152883,0.0003786749,0.001001965,0.0005583844,0.0009240241,0.000296557,0.0003456715,0.002151937],"category_scores_gemma":[0.004052101,0.0001696642,0.0003498612,0.0008224357,0.001115397,0.0007965375,0.0005662612,0.0005353645,0.0002323255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001973135,"about_ca_system_score_gemma":0.0001727347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002842188,"about_ca_topic_score_gemma":0.007652509,"domain_scores_codex":[0.9991919,0.0001913446,0.00004387407,0.0003087788,0.000148693,0.0001155095],"domain_scores_gemma":[0.9952489,0.001770178,0.001772037,0.0004567511,0.0003150683,0.0004370278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001298932,0.00001543592,0.9733243,0.00006301099,0.0001597441,0.0001293291,0.001321196,0.0001241314,0.009556687,0.0003404461,0.0001986918,0.0146371],"study_design_scores_gemma":[0.000001563363,0.00002108141,0.9976525,0.000008806144,0.00003364131,0.0002281685,0.0007608457,0.0002090328,0.0003071927,0.0004526397,0.0003192624,0.00000545897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975418,0.000418571,0.000702743,0.0001785073,0.000007392382,0.000003783027,0.00007569078,0.00001814919,0.001053441],"genre_scores_gemma":[0.9994321,0.0001066579,0.0002561998,0.00004296585,0.000008592416,0.000001726855,0.00004770013,0.000008324307,0.00009563861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002842188,"threshold_uncertainty_score":0.00719893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04997492581045331,"score_gpt":0.2001533635319969,"score_spread":0.1501784377215435,"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."}}