{"id":"W4402695724","doi":"10.5376/jmr.2024.14.0020","title":"Innovative Physical and Mechanical Methods for Mosquito Control","year":2024,"lang":"en","type":"article","venue":"Journal of Mosquito Research","topic":"Dengue and Mosquito Control Research","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001329915,0.0006905982,0.0005318807,0.00159247,0.0006419524,0.001485166,0.0008380294,0.001002202,0.006488011],"category_scores_gemma":[0.001187714,0.0002799181,0.0008300964,0.0007965777,0.0009882414,0.00182063,0.001047033,0.001108474,0.001362183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006384897,"about_ca_system_score_gemma":0.0008262742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008646255,"about_ca_topic_score_gemma":0.001888619,"domain_scores_codex":[0.9985749,0.0003596551,0.00006979011,0.0001478985,0.0007547315,0.00009315474],"domain_scores_gemma":[0.9994653,0.0001944997,0.0001297209,0.00003842756,0.0001344263,0.00003768639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002176685,0.0005933072,0.002988281,0.01138128,0.0001888142,0.0005040902,0.0006455096,0.001989345,0.1740857,0.04314585,0.01079419,0.7534659],"study_design_scores_gemma":[0.0001083008,0.004304645,0.01328628,0.004506968,0.0003714587,0.003482172,0.00165489,0.005542074,0.149777,0.0160851,0.8006538,0.0002273548],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08216068,0.7015072,0.109239,0.008678042,0.002816003,0.0009926995,0.0004748063,0.0003547284,0.09377681],"genre_scores_gemma":[0.3824019,0.4390714,0.1315302,0.003044536,0.001061789,0.0009382567,0.0003429545,0.00007241811,0.04153642],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006488011,"threshold_uncertainty_score":0.02170461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1784743868112948,"score_gpt":0.6107662130922097,"score_spread":0.4322918262809148,"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."}}