{"id":"W6912435568","doi":"10.5281/zenodo.5764088","title":"Prioritizing terrestrial invasive alien plant species for management in urban ecosystems","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Media, Religion, Digital Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto and Region Conservation Authority; University of Toronto","funders":"","keywords":"Ecosystem services; Habitat; Landscape ecology; Urban ecosystem; Adaptive management; Biological dispersal; Invasive species; Stakeholder","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003393105,0.000602415,0.000311954,0.003465241,0.001726002,0.002196631,0.0007701853,0.0003769308,0.00190969],"category_scores_gemma":[0.004778484,0.0001217842,0.0002745104,0.002058157,0.001149573,0.0008342806,0.001668553,0.0003605381,0.0001462421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004981341,"about_ca_system_score_gemma":0.009792125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07913807,"about_ca_topic_score_gemma":0.2715643,"domain_scores_codex":[0.9981579,0.0007790608,0.00009733148,0.0001181459,0.0005889892,0.000258557],"domain_scores_gemma":[0.9970306,0.001004367,0.0006349051,0.00007136118,0.0008584114,0.0004003807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005046168,0.0005682158,0.4675499,0.002069084,0.0002268116,0.001423611,0.007804609,0.05731869,0.02633821,0.01789775,0.008911496,0.409387],"study_design_scores_gemma":[0.0002014329,0.001950019,0.7056176,0.001209634,0.0004141591,0.001041798,0.05151685,0.1333571,0.02555545,0.03722686,0.04160263,0.0003064595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9161964,0.001229786,0.04678204,0.003280383,0.00003155405,0.00133705,0.0007440969,0.0002003624,0.03019833],"genre_scores_gemma":[0.9385856,0.0005299007,0.05854993,0.0001903325,0.000009089116,0.0001454137,0.0004479594,0.00001164111,0.001530141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07913807,"threshold_uncertainty_score":0.1573549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06994678694135091,"score_gpt":0.2355387828442833,"score_spread":0.1655919959029324,"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."}}