{"id":"W2924023256","doi":"10.1111/wre.12359","title":"Site‐specific management is crucial to managing <i>Mikania micrantha</i>","year":2019,"lang":"en","type":"article","venue":"Weed Research","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity Western University; Western University","funders":"Applied Basic Research Foundation of Yunnan Province; Charles Sturt University; Trinity Western University; Univerzita Karlova v Praze","keywords":"Mikania micrantha; Context (archaeology); Invasive species; Biological pest control; Geography; Biology; Agriculture; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009255697,0.0001641296,0.0002305518,0.00006048041,0.0003135065,0.0002073114,0.0007704826,0.0001146204,0.006323965],"category_scores_gemma":[0.0000326707,0.00006177415,0.0001240534,0.0008044189,0.0001133611,0.0000639651,0.0005903454,0.0003649932,0.01141537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007657945,"about_ca_system_score_gemma":0.000004059604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003512338,"about_ca_topic_score_gemma":0.0002056232,"domain_scores_codex":[0.9974069,0.0001990797,0.0002231563,0.0006337306,0.0007222242,0.0008149014],"domain_scores_gemma":[0.9990864,0.0003255993,0.00003177677,0.0001625268,0.0001842811,0.0002094439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001465585,0.00005694907,0.001556824,0.0000119482,0.00001696252,0.00002712847,0.00006446252,0.000001184213,0.8621174,0.003137145,0.04278665,0.09007683],"study_design_scores_gemma":[0.0002920721,0.000659599,0.1363772,0.00004345596,0.000003028622,0.00000256544,0.0007947846,0.000008155364,0.006497193,0.001915256,0.8531412,0.0002654785],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8752722,0.000292484,0.000001907801,0.02006284,0.0001909261,0.001041322,0.0000351726,0.00007146277,0.1030317],"genre_scores_gemma":[0.9786138,0.0001138354,0.0002327731,0.001857733,0.0004735864,0.00006867422,0.0000185993,0.000002054991,0.01861895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8556201,"threshold_uncertainty_score":0.9945844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06329022753190927,"score_gpt":0.292072433065973,"score_spread":0.2287822055340638,"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."}}