{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00163884,0.0002053209,0.0004309891,0.0000514432,0.0006175353,0.00006104347,0.001148009,0.00005586492,0.00003933235],"category_scores_gemma":[0.0001479844,0.00006195763,0.000135215,0.001809743,0.0004774618,0.0004246898,0.0001226027,0.0002646875,2.516398e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001318353,"about_ca_system_score_gemma":0.0002283218,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0327585,"about_ca_topic_score_gemma":0.4018764,"domain_scores_codex":[0.996729,0.0004218279,0.0007016975,0.0002884484,0.001420472,0.0004385537],"domain_scores_gemma":[0.9981532,0.0004365206,0.0009003581,0.00005640745,0.0003083208,0.0001451664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001318295,0.000554896,0.06843244,0.00003445441,0.0001124301,0.0001460939,0.003652347,0.005095688,0.884442,0.001790491,0.03037853,0.00522879],"study_design_scores_gemma":[0.0003505083,0.0009082452,0.9874529,0.00006521105,0.00004690098,0.0005982306,0.006220339,0.00007536991,0.002192765,0.0002133652,0.001667472,0.0002087076],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946913,0.001125095,0.000002950984,0.003068313,0.0002495944,0.0002726602,0.00009886708,0.000005278731,0.0004859501],"genre_scores_gemma":[0.999441,0.00007335312,0.00005241124,0.0001280463,0.00008324895,0.000007538728,0.000009318531,6.014394e-7,0.0002045385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9190204,"threshold_uncertainty_score":0.9736825,"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."}}