{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000261511,0.0003398494,0.0001593732,0.001113785,0.0003605796,0.0003193001,0.0001688476,0.0001642667,0.0005526596],"category_scores_gemma":[0.0003588538,0.0001265934,0.0001868868,0.000519949,0.0002537799,0.00020481,0.000198137,0.0002053236,0.0001408433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002676879,"about_ca_system_score_gemma":0.0003207444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01263819,"about_ca_topic_score_gemma":0.0160068,"domain_scores_codex":[0.9998319,0.0000220054,0.00001664874,0.00003653765,0.00004434937,0.00004847844],"domain_scores_gemma":[0.9998215,0.00001070687,0.00008724215,0.000007190527,0.00005536544,0.00001793306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00010343,0.0001133268,0.9266478,0.0001516026,0.00002916727,0.0007212188,0.001010296,0.0001400948,0.02431942,0.00006804112,0.001249399,0.04544625],"study_design_scores_gemma":[0.000006087543,0.0000734357,0.9964377,0.00001752322,0.00001282531,0.000755148,0.0008818073,0.00009691581,0.0007723137,0.00002119985,0.0009207625,0.000004213341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981128,0.0004795077,0.0001504054,0.00008574304,0.00001061903,0.00002828309,0.0003131822,0.000008768932,0.0008107965],"genre_scores_gemma":[0.9972172,0.0005960649,0.000933126,0.0000683933,0.00001334694,0.00003087808,0.0006275259,0.000002043424,0.0005115052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01263819,"threshold_uncertainty_score":0.02512926,"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."}}