{"id":"W4213307204","doi":"10.12677/hjas.2022.122014","title":"Coordinated Prevention and Control of Canada Goldenrod (<i>Solidago canadensis</i>) in the Estuary Area of Yangtze River","year":2022,"lang":"en","type":"article","venue":"Hans Journal of Agricultural Sciences","topic":"Agriculture, Soil, Plant Science","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Yangtze river; Estuary; Solidago canadensis; Geography; Animal science; Biology; Invasive species; Fishery; Ecology; China; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004922736,0.0002242029,0.0001286296,0.0007184811,0.0008843249,0.0004544606,0.0007288491,0.0003618142,0.000649157],"category_scores_gemma":[0.000408408,0.00008961941,0.0001173969,0.0003788034,0.0006850113,0.0001370861,0.0008361119,0.0002950789,0.00003932518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006283491,"about_ca_system_score_gemma":0.01233619,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.504455,"about_ca_topic_score_gemma":0.7681043,"domain_scores_codex":[0.9995593,0.0000817024,0.00001829621,0.00007133451,0.0001072497,0.0001619606],"domain_scores_gemma":[0.9992931,0.000032807,0.0001636941,0.00002402996,0.0001854588,0.0003009143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006466603,0.001083393,0.7995336,0.0003447626,0.000220329,0.00120665,0.00230283,0.005862815,0.04252169,0.005178498,0.008665609,0.1324333],"study_design_scores_gemma":[0.00008229059,0.0004787489,0.9812089,0.00005280005,0.00006303298,0.0001913662,0.003265894,0.00231024,0.002923164,0.0004911862,0.008914543,0.00001782512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918466,0.0007989689,0.0006654869,0.001404898,0.00002760756,0.0001366085,0.0002875687,0.00005500392,0.004777288],"genre_scores_gemma":[0.9968117,0.0003216054,0.0007520178,0.0002197368,0.000004543916,0.00003072169,0.000180256,0.000002241665,0.001677322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.504455,"threshold_uncertainty_score":0.9969267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01124721729598624,"score_gpt":0.1907662093134147,"score_spread":0.1795189920174285,"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."}}