{"id":"W4245000476","doi":"10.1093/jmedent/44.6.1026","title":"Laboratory and Field Evaluation of the Impact of Exercise on the Performance of Regular and Polymer-Based Deet Repellents","year":2007,"lang":"en","type":"article","venue":"Journal of Medical Entomology","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Science Centre for Human and Animal Health; Canadian Armed Forces","funders":"","keywords":"DEET; Toxicology; Insect repellent; Biting; Aedes aegypti; Aedes; Biology; Aedes vexans; Veterinary medicine; Medicine; Ecology; Larva","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003664183,0.00004567863,0.0001311852,0.00003943118,0.0000260391,8.23691e-7,0.0001700844,0.00008717417,0.0008608047],"category_scores_gemma":[0.000349335,0.00002276016,0.00003985697,0.00009749125,0.0003991371,0.00002268995,0.00006832975,0.0001376827,5.084821e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003024923,"about_ca_system_score_gemma":0.00004696954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007713667,"about_ca_topic_score_gemma":0.00002643051,"domain_scores_codex":[0.9988649,0.0001407983,0.0002770316,0.00005410778,0.0005784009,0.00008472185],"domain_scores_gemma":[0.9992638,0.0002228536,0.0003243164,0.0001145355,0.0000249372,0.00004960142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001397768,0.0007854326,0.9270144,0.000102388,0.0001581576,0.00002572664,0.001095993,0.001655574,0.02112338,0.0007619868,0.003265422,0.04261375],"study_design_scores_gemma":[0.001086136,0.001475367,0.9345657,0.0001290334,0.00007806155,0.00002858207,0.00008405709,0.002306552,0.05987433,0.0003100126,0.00002687062,0.00003527239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998648,0.000219228,0.00001488963,0.0006479973,0.0000930758,0.00008351495,5.906571e-7,4.843882e-7,0.0002922028],"genre_scores_gemma":[0.9996773,0.0001244643,0.0000152488,0.0001584302,0.000008362775,6.60818e-7,9.641396e-8,0.000001722523,0.00001370429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04257848,"threshold_uncertainty_score":0.9425207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01067859765362687,"score_gpt":0.284358398926471,"score_spread":0.2736798012728441,"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."}}