{"id":"W4416464270","doi":"10.21956/gatesopenres.13949.r26757","title":"Referee report. For: Heterogeneous exposure and hotspots for malaria vectors at three study sites in Uganda [version 2; referees: 1 approved, 1 approved with reservations]","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; Dengue fever; Vector (molecular biology); Vivax malaria; Rift Valley fever; Disease transmission","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":[0.01017898,0.001614687,0.002244359,0.006948729,0.003814404,0.003373345,0.004941217,0.006213493,0.4749456],"category_scores_gemma":[0.1670747,0.001504076,0.00235065,0.006034672,0.0009816806,0.002718076,0.003404314,0.004731045,0.1995425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003912872,"about_ca_system_score_gemma":0.006413932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06581704,"about_ca_topic_score_gemma":0.06742065,"domain_scores_codex":[0.9921088,0.001868189,0.001441244,0.0007659482,0.003145315,0.000670511],"domain_scores_gemma":[0.8261746,0.0431031,0.00405539,0.008593682,0.114453,0.0036202],"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":[0.00001387329,0.000007713827,0.00004875178,0.00007724595,0.000003274402,0.00001715664,0.00002237411,0.00001212872,0.00003300608,0.00008507368,0.9980947,0.001584547],"study_design_scores_gemma":[0.0003650835,0.0000694932,0.008622495,0.001122578,0.00006236856,0.0001453807,0.0005174119,0.0003331571,0.0004807245,0.001685319,0.9864308,0.0001652827],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.001390973,0.002265788,0.006653641,0.1426133,0.4677928,0.009227323,0.2739377,0.008169058,0.08794936],"genre_scores_gemma":[0.01785824,0.003929559,0.01889016,0.1234856,0.07441856,0.02534204,0.1212016,0.006937426,0.6079369],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.989821,"threshold_uncertainty_score":0.7489264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06948501559255366,"score_gpt":0.3632931137803549,"score_spread":0.2938080981878013,"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."}}