{"id":"W2133467855","doi":"10.3897/neobiota.21.5242","title":"The Global Garlic Mustard Field Survey (GGMFS): challenges and opportunities of a unique, large-scale collaboration for invasion biology","year":2014,"lang":"en","type":"article","venue":"NeoBiota","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Division of Environmental Biology; Natural Sciences and Engineering Research Council of Canada; Akademie Věd České Republiky; Colorado State University; National Science Foundation","keywords":"Biology; Invasive species; Fecundity; Ecology; Population; Range (aeronautics); Germplasm; Introduced species; Agronomy; Demography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01122388,0.0005325587,0.0008165541,0.002775776,0.001621368,0.001494638,0.001310384,0.0006976132,0.003405409],"category_scores_gemma":[0.008685333,0.0003661898,0.0003013188,0.001892898,0.001419687,0.001825677,0.004800526,0.001012093,0.0009078957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001111495,"about_ca_system_score_gemma":0.004263798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0254628,"about_ca_topic_score_gemma":0.06909474,"domain_scores_codex":[0.9959375,0.002188591,0.0001489642,0.000848924,0.0006212534,0.0002547081],"domain_scores_gemma":[0.977506,0.006991792,0.002409005,0.004814142,0.003668029,0.004610916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004825833,0.0002240681,0.4585029,0.00106684,0.0002368306,0.0005961296,0.009551365,0.0009643197,0.02320673,0.007002604,0.04054464,0.4576209],"study_design_scores_gemma":[0.00006360602,0.0005907825,0.7199793,0.000672199,0.00006866657,0.0006539908,0.00961717,0.002282356,0.002262147,0.006163747,0.257529,0.0001170633],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7492365,0.01441141,0.1206837,0.0282699,0.001971844,0.00315798,0.01633848,0.002369731,0.06356049],"genre_scores_gemma":[0.7515469,0.003909116,0.212706,0.004436825,0.0006688815,0.002031505,0.01077297,0.000490308,0.01343746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0254628,"threshold_uncertainty_score":0.0593583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1065660840474286,"score_gpt":0.2626728339069109,"score_spread":0.1561067498594823,"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."}}