{"id":"W7131873203","doi":"10.5376/jvr.2024.14.0010","title":"Malaria Control: Advances in Vector Management and Vaccine Development","year":2024,"lang":"","type":"article","venue":"Journal of Vaccine Research","topic":"Malaria Research and Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Malaria; Vector (molecular biology); Malaria vaccine; DNA vaccination; Vector control; Public health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01436359,0.0004548036,0.001328314,0.003840858,0.0002256139,0.0004761977,0.0006415749,0.0002440272,0.002052916],"category_scores_gemma":[0.001082217,0.0003406567,0.0002278428,0.002081559,0.000065762,0.0008474455,0.0004043707,0.00373406,0.0001568123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000896904,"about_ca_system_score_gemma":0.001769734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002754582,"about_ca_topic_score_gemma":0.0001022944,"domain_scores_codex":[0.9912558,0.001051497,0.002102557,0.0006832274,0.003115655,0.001791284],"domain_scores_gemma":[0.9954099,0.001505132,0.0002259592,0.0004469692,0.001269861,0.001142165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03317444,0.002100758,0.02552374,0.01263912,0.004313369,0.03987822,0.001492727,0.00009187296,0.0048495,0.02297927,0.02047203,0.832485],"study_design_scores_gemma":[0.03801646,0.005540213,0.5006928,0.01168927,0.0004497301,0.001511854,0.001914603,0.006601131,0.0008297294,0.001860897,0.430309,0.0005843016],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08942216,0.808,0.002011535,0.09036791,0.001598397,0.003419505,0.00001714652,0.00003397799,0.00512942],"genre_scores_gemma":[0.9057875,0.08732633,0.000784766,0.00009011028,0.001533779,0.00006015798,0.000002815155,0.00006965584,0.004344848],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8319007,"threshold_uncertainty_score":0.9999046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02629206797008637,"score_gpt":0.3766467964670434,"score_spread":0.350354728496957,"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."}}