{"id":"W4380627376","doi":"10.35180/gse-2023-0086","title":"Control Methods of Invasive Plant Species and the Influence of Cultural Vegetation on the Microclimate within the Central Wastewater Treatment Plant in Ostrava – Pilot Results","year":2023,"lang":"en","type":"article","venue":"GeoScience Engineering","topic":"Botany and Plant Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vegetation (pathology); Microclimate; Environmental science; Plant community; Ruderal species; Shrub; Invasive species; Wetland; Phragmites; Biota; Ecology; Geography; Species richness; Biology","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":[0.0006013018,0.0003107556,0.0004891229,0.0003270781,0.0004728033,0.0003471563,0.0004433782,0.000195128,0.001008879],"category_scores_gemma":[0.0006547025,0.0001258081,0.0005151702,0.0002470642,0.0003837556,0.0002661227,0.0003859015,0.0003210118,0.0001371216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005593709,"about_ca_system_score_gemma":0.0005733649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007249753,"about_ca_topic_score_gemma":0.0112751,"domain_scores_codex":[0.9994629,0.0001303792,0.00003803618,0.0001173722,0.000132038,0.0001192828],"domain_scores_gemma":[0.9993836,0.0001726302,0.00009770579,0.00009047337,0.0001562566,0.0000992485],"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":[0.001296943,0.003969012,0.02083699,0.0005672073,0.0000668511,0.000240743,0.001476352,0.002552574,0.9088292,0.0001616701,0.0001806185,0.05982181],"study_design_scores_gemma":[0.0002131511,0.0535136,0.3110378,0.00005788169,0.0003013602,0.0003649482,0.002470686,0.005677976,0.620681,0.0001333415,0.005474934,0.00007329286],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998621,0.00007342793,0.0006480564,0.00001223119,0.000003247299,0.00008485181,0.00003761012,0.00001641375,0.0005032011],"genre_scores_gemma":[0.9940879,0.0001566911,0.004253693,0.00001376736,0.000004706181,0.00009788159,0.0001199794,0.00000971451,0.001255634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007249753,"threshold_uncertainty_score":0.01441509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02730365015427407,"score_gpt":0.2204205403248644,"score_spread":0.1931168901705903,"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."}}