{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001179286,0.0002752054,0.0001476479,0.0001401237,0.00008553576,0.0001625875,0.00015882,0.0002829468,0.0003506458],"category_scores_gemma":[0.0001554003,0.00009416187,0.0001675712,0.00007460872,0.00007985724,0.0002249189,0.0001294486,0.0001664614,0.0001089078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001805749,"about_ca_system_score_gemma":0.00008904916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003888015,"about_ca_topic_score_gemma":0.0007056066,"domain_scores_codex":[0.9999118,0.00001449565,0.000006516146,0.00002359122,0.00002864707,0.0000149481],"domain_scores_gemma":[0.9999496,0.00001192412,0.00001187925,0.000002858875,0.00001979929,0.000003970718],"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":[0.00004158389,0.00001555955,0.0001460986,0.00006181715,0.000006412791,0.00003925978,0.000007510444,0.0002391701,0.9963763,0.00007069328,0.00003876632,0.002956779],"study_design_scores_gemma":[0.000003501086,0.0001332094,0.0004608495,0.000002745875,0.00001055154,0.00004155714,0.000008104027,0.001115909,0.9970878,0.00001589516,0.001117155,0.000002784811],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935971,0.001515461,0.002451074,0.00005967751,0.00002704267,0.00001606528,0.00006178693,0.00003812122,0.00223362],"genre_scores_gemma":[0.9953327,0.0006856028,0.002339358,0.00003032939,0.000006683145,0.00001422166,0.00006670465,0.000009943793,0.001514529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0003888015,"threshold_uncertainty_score":0.00131017,"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."}}