{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004008483,0.0002738352,0.0006450069,0.0005353346,0.0004231411,0.00007060179,0.0003562944,0.0002281418,0.0001271912],"category_scores_gemma":[0.003850678,0.0002014034,0.0001084912,0.0006036508,0.0004460352,0.000165106,0.0003195273,0.000464397,0.00001041206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002685852,"about_ca_system_score_gemma":0.0003849202,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001225316,"about_ca_topic_score_gemma":0.02037367,"domain_scores_codex":[0.9957447,0.0002584686,0.0005993987,0.0008685163,0.001613609,0.0009152944],"domain_scores_gemma":[0.9941677,0.0006476995,0.0001698099,0.001000122,0.003643853,0.0003708529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07460178,0.002522564,0.7626822,0.00150047,0.0009319129,0.0004171478,0.002449931,0.000009198951,0.1194198,0.0004241978,0.0303197,0.004721065],"study_design_scores_gemma":[0.03042413,0.0397319,0.8652269,0.0006454229,0.0001550937,0.0001990218,0.003733607,0.002539624,0.01641244,0.0006884712,0.03963163,0.0006117272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827203,0.0001688488,0.000293199,0.00948712,0.00002619316,0.006338539,0.0003725591,0.00004141786,0.0005518179],"genre_scores_gemma":[0.9829683,0.00001892518,0.001988797,0.0000288932,0.0001738526,0.0009478208,0.0007077305,0.00005581275,0.01310982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1030074,"threshold_uncertainty_score":0.997502,"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."}}