{"id":"W6980187924","doi":"","title":"Be it Horseweed or Common Reed: Invasion Sucks Indeed","year":2019,"lang":"en","type":"article","venue":"Digital Commons - Montana Tech (Montana Tech of the University of Montana)","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Invasive species; Introduced species; Genetic diversity; Native plant; Abundance (ecology); Ecosystem; Phragmites; Propagule pressure; Species diversity","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":[0.0003146638,0.0001416675,0.000130916,0.0001639838,0.0008201247,0.0009158363,0.0002541898,0.0002119902,0.004040656],"category_scores_gemma":[0.0004679153,0.00004525583,0.00007712683,0.0002575206,0.0009726143,0.0005393172,0.0005078284,0.0003560267,0.0003981897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001257279,"about_ca_system_score_gemma":0.001460696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1508762,"about_ca_topic_score_gemma":0.4768681,"domain_scores_codex":[0.9998066,0.00002325306,0.000006197631,0.00005261961,0.00006370624,0.00004766269],"domain_scores_gemma":[0.999644,0.0000429807,0.00009726338,0.00003255412,0.00008354671,0.00009968848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004144488,0.0002398785,0.5201539,0.0005349101,0.0001351717,0.002271166,0.01287379,0.0003565688,0.151027,0.008468579,0.009599637,0.293925],"study_design_scores_gemma":[0.000009075079,0.0001583197,0.895868,0.0000988525,0.00004574502,0.001008079,0.01745362,0.000508582,0.005548067,0.001503623,0.07777374,0.00002422293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968652,0.0009634708,0.0009517884,0.001868473,0.00005952735,0.00002079621,0.0001852842,0.00005301339,0.02724571],"genre_scores_gemma":[0.989129,0.0004364054,0.0009509919,0.000299714,0.00001276553,0.000004726715,0.0000907467,0.00001082786,0.009064866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1508762,"threshold_uncertainty_score":0.299996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01329077536049138,"score_gpt":0.1900045331589507,"score_spread":0.1767137577984593,"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."}}