{"id":"W4362557989","doi":"10.3390/su15076193","title":"Lessons Learned and Challenges of Biopesticide Usage for Locust Management—The Case of China","year":2023,"lang":"en","type":"article","venue":"Sustainability","topic":"Insect Pest Control Strategies","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Centre for International Agricultural Research; Agriculture and Agri-Food Canada; Direktion für Entwicklung und Zusammenarbeit; Foreign, Commonwealth and Development Office","keywords":"Biopesticide; Business; Locust; Stakeholder; Government (linguistics); China; Environmental planning; Environmental resource management; Public relations; Economics; Political science; Geography; Pesticide; Biology; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007924628,0.00008576477,0.000163783,0.00001425521,0.0001548948,0.00001603142,0.0001433124,0.00004542401,0.00001313012],"category_scores_gemma":[0.0003982668,0.00003024685,0.00006292125,0.0002578768,0.0002678452,0.00005510235,0.0001033553,0.0000478523,4.426829e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002479591,"about_ca_system_score_gemma":0.00001319074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001038868,"about_ca_topic_score_gemma":0.001475943,"domain_scores_codex":[0.9992311,0.00009561623,0.0001753493,0.0002104323,0.0000671192,0.0002203951],"domain_scores_gemma":[0.9991567,0.0004639442,0.00007885636,0.00009532973,0.0001760766,0.00002910237],"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":[0.0001899877,0.0001426789,0.002501769,0.001504657,0.00005753006,0.0001375602,0.001002429,0.00006513641,0.004221355,0.2682324,0.00007645538,0.721868],"study_design_scores_gemma":[0.0003210426,0.0004279759,0.7616757,0.00001604491,0.00004840841,0.0000187705,0.02436588,0.0002759555,0.0005779385,0.2102417,0.001887936,0.0001426985],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765056,0.0003076952,0.000004254527,0.02195022,0.0000220402,0.0005940075,0.00004386429,0.00003518034,0.0005370945],"genre_scores_gemma":[0.9995356,0.0002182159,0.00001806345,0.00000775308,0.00002703306,0.0000512409,0.000004212041,7.141667e-7,0.0001372094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7591739,"threshold_uncertainty_score":0.1570464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0505109897448561,"score_gpt":0.2990503247112267,"score_spread":0.2485393349663706,"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."}}