{"id":"W4384383067","doi":"10.1016/j.envpol.2023.122203","title":"Road salt pollution alters sex ratios in emerging mosquito populations","year":2023,"lang":"en","type":"article","venue":"Environmental Pollution","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Sex ratio; Biology; Juvenile; Population; Mosquito control; Ecology; Zoology; Environmental health; Malaria; Medicine","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":[0.0001455021,0.0001624228,0.00019203,0.0004041508,0.0002399148,0.0005172919,0.0001793184,0.0002495802,0.002351563],"category_scores_gemma":[0.0005962782,0.0001828435,0.000259354,0.0001979434,0.0002112914,0.0002758882,0.0002393635,0.0003081065,0.0003004358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000239905,"about_ca_system_score_gemma":0.0002293201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0059819,"about_ca_topic_score_gemma":0.008548392,"domain_scores_codex":[0.999828,0.00004338126,0.00001054732,0.00004552026,0.00003030274,0.00004233606],"domain_scores_gemma":[0.9996468,0.00005349309,0.0001076689,0.0000267734,0.0000772003,0.00008799113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005160883,0.000672189,0.7832858,0.00005343276,0.0002624025,0.0002320268,0.0005579484,0.0001997441,0.1939458,0.0002049393,0.0003710281,0.01505381],"study_design_scores_gemma":[0.00001137305,0.0005951026,0.9929048,0.000003110401,0.00004365971,0.00008732238,0.0003640685,0.0003048784,0.005370636,0.00006849731,0.0002397639,0.000006710027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993626,0.00005045812,0.00006156165,0.00002137842,0.000007271282,0.000002550341,0.00008724046,0.000003111014,0.0004037963],"genre_scores_gemma":[0.998504,0.00005326933,0.00004790033,0.00002275898,0.000003079077,0.000003383566,0.0001061837,0.000003784618,0.0012556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0059819,"threshold_uncertainty_score":0.01189417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01550288579999465,"score_gpt":0.2712693745467594,"score_spread":0.2557664887467648,"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."}}