{"id":"W3046902564","doi":"10.1016/j.heliyon.2020.e04480","title":"Morphological and molecular identification of Culicidae mosquitoes (Diptera: Culicidae) in Lorestan province, Western Iran","year":2020,"lang":"en","type":"article","venue":"Heliyon","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Lorestan University of Medical Sciences","keywords":"Fauna; Arbovirus; Anopheles; Biology; Culex pipiens; Genus; Culex; Zoology; Mosquito control; Veterinary medicine; Ecology; Larva; Malaria; Virology; Virus; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001033449,0.0001565719,0.000360786,0.00006818348,0.00002267175,0.0000254116,0.0001022408,0.00009469354,0.0000486669],"category_scores_gemma":[0.0001041386,0.0001323241,0.00008434471,0.00018353,0.00008159098,0.00007621569,0.00005784762,0.0001425576,0.00002257739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002389664,"about_ca_system_score_gemma":0.00004434119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002966402,"about_ca_topic_score_gemma":0.00002694008,"domain_scores_codex":[0.9986476,0.00005661673,0.00044429,0.0003845555,0.0002589466,0.0002079425],"domain_scores_gemma":[0.999359,0.00002080238,0.0001196951,0.0002512212,0.00005259389,0.0001967503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008815911,0.0002974575,0.2722822,0.001158799,0.00004173901,0.0005747901,0.0004602532,0.00003928324,0.716584,0.0004610034,0.00008451665,0.007134418],"study_design_scores_gemma":[0.00313509,0.000661799,0.9652,0.0003326247,0.0001669658,0.00003329893,0.0002957649,0.00208071,0.02659386,0.00005843844,0.001214878,0.0002265597],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991446,0.003766998,0.0006416245,0.003049092,0.00003667307,0.0005898764,0.0000183686,0.00004417667,0.0004071796],"genre_scores_gemma":[0.9974555,0.0003433467,0.00007135775,0.001899959,0.00008828143,0.00003423346,0.00003187287,0.00001854818,0.00005691077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6929178,"threshold_uncertainty_score":0.539602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01578264959043129,"score_gpt":0.2651351809900641,"score_spread":0.2493525313996328,"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."}}