{"id":"W4407557381","doi":"10.5376/jmr.2024.14.0024","title":"Pathogen-Mosquito Interactions and Transmission Dynamics","year":2024,"lang":"en","type":"article","venue":"Journal of Mosquito Research","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pathogen; Transmission (telecommunications); Disease transmission; Biology; Virology; Microbiology; Computer science; Telecommunications","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":[],"consensus_categories":[],"category_scores_codex":[0.001787936,0.0001492539,0.0003537659,0.0006132511,0.0001787741,0.0002383721,0.0001884528,0.00009852918,0.0005324697],"category_scores_gemma":[0.0002717895,0.0001074493,0.0002746738,0.0005135528,0.0001245004,0.0002804976,0.0000756841,0.001198743,0.00003238833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002618202,"about_ca_system_score_gemma":0.0004873367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002991655,"about_ca_topic_score_gemma":0.00001344794,"domain_scores_codex":[0.9974936,0.0001861402,0.0005306256,0.0002805125,0.001086812,0.00042232],"domain_scores_gemma":[0.9980427,0.000416913,0.00006563053,0.0002588149,0.0006229845,0.0005929518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001632174,0.0004973945,0.00113498,0.0009276547,0.0004077527,0.003364202,0.0007586327,0.00002506791,0.09688044,0.003346107,0.03398741,0.8570382],"study_design_scores_gemma":[0.004489915,0.004528854,0.01737941,0.004906239,0.0008964284,0.006886325,0.004390369,0.1422238,0.001803586,0.004564945,0.8074588,0.0004713048],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8856214,0.05312497,0.0110023,0.03913014,0.001627507,0.0009141414,0.00007454641,0.00008880271,0.00841618],"genre_scores_gemma":[0.9923186,0.002336775,0.0005302266,0.000121582,0.001272492,0.00001212209,0.000008888914,0.00004103336,0.00335834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8565668,"threshold_uncertainty_score":0.5830169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05064542576197171,"score_gpt":0.4363827774805059,"score_spread":0.3857373517185342,"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."}}