{"id":"W4416469537","doi":"10.21956/gatesopenres.13949.r26797","title":"Referee report. For: Heterogeneous exposure and hotspots for malaria vectors at three study sites in Uganda [version 2; referees: 2 approved]","year":2018,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Malaria Research and Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Malaria; Vector (molecular biology); Dengue fever; Population; Disease transmission; Anopheles","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01246893,0.001829445,0.002466728,0.008021459,0.004073622,0.004095551,0.004941583,0.006855884,0.5034621],"category_scores_gemma":[0.2165192,0.001421618,0.003053444,0.00678253,0.001084502,0.003017873,0.004265313,0.004980332,0.1828467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004461457,"about_ca_system_score_gemma":0.007778412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06431475,"about_ca_topic_score_gemma":0.06176786,"domain_scores_codex":[0.990094,0.002264261,0.001776348,0.0009493576,0.004107884,0.0008082548],"domain_scores_gemma":[0.7730243,0.05392872,0.005120968,0.01009896,0.1534877,0.004339297],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001581069,0.000006275483,0.0000481621,0.0001051831,0.000004596354,0.00001826636,0.00002141869,0.00001185522,0.00002568586,0.0000833333,0.9982066,0.001452808],"study_design_scores_gemma":[0.0004876755,0.0000651568,0.007118475,0.00155664,0.00008996579,0.000143794,0.0004694418,0.0003009176,0.0004232552,0.001862886,0.9873096,0.0001720995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0009204662,0.002385288,0.004682643,0.1548748,0.5391615,0.007462606,0.2255428,0.006172771,0.05879703],"genre_scores_gemma":[0.01839053,0.005021523,0.01642063,0.1643085,0.1087972,0.0237363,0.1173769,0.007679272,0.5382692],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9875311,"threshold_uncertainty_score":0.708251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06383241683504201,"score_gpt":0.3752842248286131,"score_spread":0.3114518079935711,"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."}}