{"id":"W4402109728","doi":"10.22541/au.172521706.60151702/v1","title":"Plant invasion destabilizes communities through asymmetric competition","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Persistence (discontinuity); Introduced species; Invasive species; Pairwise comparison; Ecology; Competition (biology); Competitive exclusion; Interspecific competition; Plant community; Biology; Community; Community structure; Geography; Habitat; Species richness; Computer science","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":[0.001323186,0.0003203981,0.0005515472,0.0004304898,0.0005898409,0.0008466908,0.0005229613,0.000392822,0.001159956],"category_scores_gemma":[0.003294136,0.0002781434,0.000425536,0.0001735117,0.0009135515,0.0007469737,0.001619465,0.0007768743,0.0001385789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003995365,"about_ca_system_score_gemma":0.0003896076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001130384,"about_ca_topic_score_gemma":0.002401979,"domain_scores_codex":[0.9991968,0.0003020975,0.00004347493,0.0001454161,0.0001592616,0.0001529463],"domain_scores_gemma":[0.9966151,0.001202349,0.001013995,0.0004526117,0.0001842864,0.0005316722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008752936,0.0004754563,0.06900336,0.0003227814,0.0003706565,0.0008189902,0.001243416,0.03743574,0.8653938,0.004791198,0.000456165,0.01881314],"study_design_scores_gemma":[0.000188692,0.002940866,0.3748509,0.00005709822,0.0002924576,0.001673355,0.002235418,0.5000394,0.09228437,0.02294523,0.002297431,0.0001948164],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975545,0.00002560785,0.002061055,0.00002398989,0.000001630395,0.000004211391,0.00001110585,0.00002220193,0.0002957125],"genre_scores_gemma":[0.9989691,0.00001403943,0.0008997351,0.00001899785,0.000001305187,0.000005467228,0.00001624594,0.000005169341,0.00006991521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001323186,"threshold_uncertainty_score":0.006997705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1288985003720565,"score_gpt":0.2437009313834072,"score_spread":0.1148024310113507,"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."}}