{"id":"W3185804688","doi":"10.26480/ecr.01.2020.01.03","title":"HYPENA OPULENTA: A BIOLOGICAL WEED CONTROL AGENT FOR CONTROLLING AN INVASIVE WEED SPECIES, SWALLOW-WORT: A REVIEW","year":2020,"lang":"en","type":"review","venue":"Environmental Contaminants Reviews","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Weed; Biological pest control; Invasive species; Introduced species; Weed control; Habitat; Ecology; Larva","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001747758,0.002054186,0.009665891,0.0000457707,0.000566137,0.0001893052,0.002187879,0.0009413728,0.002650016],"category_scores_gemma":[0.001484467,0.0007708388,0.003815674,0.0004167147,0.0005140501,0.0003126224,0.0004577771,0.001019199,0.001369163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006124099,"about_ca_system_score_gemma":0.00006950405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006215659,"about_ca_topic_score_gemma":0.0002299307,"domain_scores_codex":[0.9896793,0.002351668,0.003463687,0.002473873,0.0006102278,0.001421179],"domain_scores_gemma":[0.9939367,0.002046459,0.00268812,0.0005327844,0.00004527863,0.0007506887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009787078,0.000328817,0.00003308998,0.005234451,0.0002754072,0.00008644383,0.000008343449,2.767191e-8,0.004122964,0.00005319857,0.00215802,0.9876013],"study_design_scores_gemma":[0.001135698,0.002268471,0.0006797733,0.02045143,0.001803905,0.00006910627,0.00004946193,0.000002842809,0.000009077582,0.00001936476,0.9719482,0.001562657],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009915273,0.9712623,0.00002724947,0.0005511836,0.0004208042,0.02423543,0.003057013,0.0001347855,0.0002120618],"genre_scores_gemma":[0.000376906,0.9789311,0.0001787517,0.006080061,0.001221338,0.008621695,0.0038513,0.0000272096,0.0007116007],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9860387,"threshold_uncertainty_score":0.9994743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1188410742647011,"score_gpt":0.288435078162936,"score_spread":0.1695940038982349,"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."}}