{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004507603,0.0002488574,0.0002645083,0.000260695,0.0002782362,0.0006848635,0.0005430272,0.0004147603,0.002498617],"category_scores_gemma":[0.0004481372,0.00009934779,0.0002889914,0.0002132823,0.0002133201,0.0006770471,0.0004937591,0.0006524458,0.0009232092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004179351,"about_ca_system_score_gemma":0.0008326985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003022209,"about_ca_topic_score_gemma":0.008488044,"domain_scores_codex":[0.9997428,0.00005742189,0.00002377416,0.00003763622,0.00009847162,0.00003996166],"domain_scores_gemma":[0.9995188,0.00007431972,0.0002134017,0.00001632312,0.0001232606,0.00005400433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001532046,0.0001049713,0.01600875,0.009956831,0.0002636316,0.001982073,0.0008865545,0.003186865,0.2008241,0.004870029,0.04850921,0.7132538],"study_design_scores_gemma":[0.00001563126,0.0004124166,0.05422722,0.001510998,0.0002167225,0.002372464,0.001214239,0.001073495,0.01823417,0.00203388,0.9186398,0.00004897832],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.272362,0.5127951,0.03914583,0.03984975,0.002563521,0.000519333,0.001118501,0.001752445,0.1298935],"genre_scores_gemma":[0.7491742,0.1835237,0.03103236,0.006881404,0.001370917,0.0001568466,0.0006547375,0.0001544845,0.02705131],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003022209,"threshold_uncertainty_score":0.008358717,"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."}}