{"id":"W1978918261","doi":"10.3389/fphys.2012.00059","title":"Larval Habitat Associations with Human Land Uses, Roads, Rivers, and Land Cover for Anopheles albimanus, A. pseudopunctipennis, and A. punctimacula (Diptera: Culicidae) in Coastal and Highland Ecuador","year":2012,"lang":"en","type":"article","venue":"Frontiers in Physiology","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Pontificia Universidad Católica del Ecuador; Universidad San Francisco de Quito; Natural Sciences and Engineering Research Council of Canada; International Development Research Centre","keywords":"Anopheles albimanus; Land cover; Habitat; Ecology; Geography; Front (military); Larva; Land use; Anopheles; Biology; Malaria","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001597557,0.0001677364,0.0001045115,0.0004952481,0.0001986517,0.0003634048,0.0001481787,0.00009755414,0.001785305],"category_scores_gemma":[0.000635613,0.0001247409,0.0001661252,0.0003653085,0.0001753459,0.0002186599,0.000337376,0.0001179241,0.00009940796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002418802,"about_ca_system_score_gemma":0.0001025986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02221514,"about_ca_topic_score_gemma":0.04327862,"domain_scores_codex":[0.9999055,0.00002060701,0.00001497869,0.00002554878,0.00001255593,0.00002087794],"domain_scores_gemma":[0.9996327,0.00005643977,0.0001998633,0.00001882698,0.00004127915,0.00005096643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002936106,0.00001830755,0.9957408,0.000008919663,0.00002298169,0.00007733225,0.0003571682,0.00005682732,0.0006296873,0.00001904653,0.00008539044,0.002954253],"study_design_scores_gemma":[0.000001027067,0.00000865022,0.999525,0.000003152909,0.000005942391,0.00005206392,0.0002617965,0.00006406018,0.0000207583,0.000003332734,0.000053605,6.960367e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997783,0.00005088919,0.000007697948,0.000007594658,3.000078e-7,8.585729e-7,0.00005821497,5.591899e-7,0.00009548487],"genre_scores_gemma":[0.999707,0.0000570113,0.00002548548,0.000003018243,9.283299e-7,0.000002593421,0.000113779,3.369803e-7,0.0000897457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02221514,"threshold_uncertainty_score":0.04417163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007616300935521698,"score_gpt":0.2372452984980066,"score_spread":0.2296289975624849,"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."}}