{"id":"W4402813395","doi":"10.1016/j.gecco.2024.e03212","title":"Global invasion risk assessment of Lantana camara, a highly invasive weed, under future environmental change","year":2024,"lang":"en","type":"article","venue":"Global Ecology and Conservation","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Foundation of Korea; Kongju National University","keywords":"Lantana camara; Invasive species; Weed; Lantana; Geography; Agroforestry; Environmental science; Biology; Ecology","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":[0.001463565,0.0008962767,0.0003684747,0.002467652,0.0005018636,0.001165605,0.0004336701,0.0004118923,0.001096659],"category_scores_gemma":[0.002681209,0.000138521,0.0008237443,0.00109433,0.0002541608,0.0008892518,0.0007655683,0.0003552237,0.0001755737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005273477,"about_ca_system_score_gemma":0.000602701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01257172,"about_ca_topic_score_gemma":0.02283658,"domain_scores_codex":[0.9996153,0.0001024176,0.00002987356,0.00008450678,0.0001034611,0.00006442218],"domain_scores_gemma":[0.9990513,0.0003321742,0.0002672541,0.00005473147,0.0002387449,0.0000558314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000193284,0.00007286602,0.724449,0.0003666748,0.0003586049,0.001167814,0.0004348542,0.1717041,0.005488652,0.001733113,0.002967123,0.09106392],"study_design_scores_gemma":[0.00002471465,0.0002198845,0.3812053,0.0001577752,0.0003632119,0.001013953,0.001513131,0.5998537,0.002268908,0.003432459,0.009843309,0.0001037511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558415,0.001874959,0.03268497,0.0004063899,0.00005478721,0.00009527134,0.002043725,0.0004524596,0.006545984],"genre_scores_gemma":[0.9830149,0.0005720888,0.01354388,0.00004042615,0.00001634082,0.00005473618,0.002062935,0.00004007671,0.0006545483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01257172,"threshold_uncertainty_score":0.02499712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01766494288631437,"score_gpt":0.229101042296065,"score_spread":0.2114360994097507,"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."}}