{"id":"W4383267972","doi":"10.31548/plant1.2023.51","title":"Invasive plant species and their threat to biodiversity","year":2023,"lang":"en","type":"article","venue":"PLANT AND SOIL SCIENCE","topic":"Diverse Scientific Research in Ukraine","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ambrosia artemisiifolia; Invasive species; Biology; Biodiversity; Introduced species; Botany; Solidago canadensis; Native plant; Habitat; Ecology; Ragweed","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":[0.0002471032,0.0001535554,0.0001288822,0.0008779597,0.0004367116,0.0009451431,0.0002009733,0.0003259115,0.001472328],"category_scores_gemma":[0.0006205273,0.00005390797,0.0001398438,0.0006468666,0.0006643767,0.0005884385,0.0008427532,0.0003694487,0.0001687155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005200627,"about_ca_system_score_gemma":0.0004425672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003195254,"about_ca_topic_score_gemma":0.003064123,"domain_scores_codex":[0.9997483,0.00007006088,0.00001436507,0.00003684271,0.00009263051,0.00003778078],"domain_scores_gemma":[0.9995599,0.00008778687,0.0001790948,0.00002052019,0.0000878542,0.00006487422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001446533,0.0001339154,0.5969923,0.0008910224,0.0001984385,0.003967685,0.008075236,0.006420025,0.008702047,0.06267219,0.005324149,0.3064783],"study_design_scores_gemma":[0.000006747054,0.0002036864,0.8124758,0.0007078362,0.0001080157,0.006714412,0.0124956,0.004376422,0.001054375,0.05076397,0.1110504,0.00004260871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8730618,0.05437454,0.003211967,0.00342744,0.0001348999,0.00002016818,0.0003372476,0.0000434978,0.06538846],"genre_scores_gemma":[0.9880884,0.009543151,0.0004668923,0.00009984359,0.00005626227,0.000004256157,0.00006762471,0.000002136521,0.00167137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003195254,"threshold_uncertainty_score":0.006353319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04348801467086436,"score_gpt":0.2252397102780737,"score_spread":0.1817516956072094,"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."}}