{"id":"W4391028768","doi":"10.3390/nano14020218","title":"Pesticide Efficiency of Environment-Friendly Transition Metal-Doped Magnetite Nanoparticles","year":2024,"lang":"en","type":"article","venue":"Nanomaterials","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Strong","keywords":"Aedes aegypti; Chikungunya; Dengue fever; Nanoparticle; Dengue virus; Larva; Yellow fever; Environmentally friendly; Mosquito control; Toxicology; Biology; Nanotechnology; Virus; Virology; Materials science; Malaria; Ecology; Immunology","routes":{"ca_aff":true,"ca_fund":false,"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":[],"category_scores_codex":[0.0002122428,0.0001450127,0.0003441229,0.00007718156,0.0000337405,0.00004123263,0.00006774315,0.00005755288,0.002721504],"category_scores_gemma":[0.00003923784,0.0001147112,0.0001430558,0.00009723483,0.00007402976,0.00008583732,0.00001789567,0.00002959659,0.0001961564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002434138,"about_ca_system_score_gemma":0.00005975582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001680932,"about_ca_topic_score_gemma":4.12729e-7,"domain_scores_codex":[0.9987947,0.00006137374,0.0004007723,0.0002751755,0.0002434431,0.000224546],"domain_scores_gemma":[0.9995309,0.00004528286,0.00005054694,0.0002456236,0.0000208617,0.0001068258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002545205,0.0001588914,0.00003445973,0.0003450377,0.00005781111,0.000088745,0.0001596131,0.00002826611,0.9911632,0.0007990052,0.000141075,0.006769367],"study_design_scores_gemma":[0.001244583,0.0008232526,0.002693389,0.000209723,0.0007993953,0.00005223374,0.000054879,0.001754057,0.9872853,0.0002554935,0.004660349,0.0001673552],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933968,0.004184323,0.0006670234,0.0003483039,0.0003193381,0.0004189987,0.0001124265,0.00009673132,0.0004560389],"genre_scores_gemma":[0.9988842,0.0001018912,0.0003109824,0.00009698972,0.0001417736,0.00005127056,0.00004253853,0.00002414736,0.0003461917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006602013,"threshold_uncertainty_score":0.9981902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007732438682133382,"score_gpt":0.2415655442583735,"score_spread":0.2338331055762401,"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."}}