{"id":"W4230550263","doi":"10.24908/iqurcp.9435","title":"18. Controlling Purple Loosestrife Populations in the Kingston and Surrounding Areas","year":2018,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Invasive species; Introduced species; Wildlife; Native plant; Biology; Weed control; Ecology; Weed; Plant community; Agriculture; Government (linguistics); Geography; Agroforestry; Environmental planning","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0004186143,0.0001563397,0.0001220472,0.0002259827,0.001622054,0.0009513026,0.0007573575,0.0003161414,0.002521556],"category_scores_gemma":[0.0007423476,0.00006774169,0.0001245273,0.000199006,0.0005919712,0.0002279074,0.0008221137,0.0001896199,0.0003357642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003743423,"about_ca_system_score_gemma":0.0114111,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5952126,"about_ca_topic_score_gemma":0.855489,"domain_scores_codex":[0.9996639,0.00005142119,0.000009940021,0.00003627807,0.000119042,0.000119394],"domain_scores_gemma":[0.9991286,0.00006192446,0.00009447567,0.00002808978,0.0004455594,0.0002412974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005246298,0.0005997468,0.4180168,0.0008291088,0.0001043309,0.002817937,0.01381703,0.004005103,0.1954315,0.005198577,0.01476238,0.3438928],"study_design_scores_gemma":[0.00009893288,0.00166648,0.7886272,0.0002273466,0.0001013193,0.0005817706,0.03402463,0.003356606,0.02826796,0.0008086006,0.1421854,0.00005367762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9506137,0.0004388505,0.001160144,0.001093453,0.00002980412,0.0001697505,0.0001004789,0.00006961082,0.04632422],"genre_scores_gemma":[0.9794545,0.000348639,0.003088333,0.0002465974,0.000005695706,0.00004609438,0.00008876761,0.000007192649,0.01671404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4047874,"threshold_uncertainty_score":0.8143426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2728731118738526,"score_gpt":0.3799702982911516,"score_spread":0.107097186417299,"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."}}