{"id":"W4407557389","doi":"10.5376/jmr.2024.14.0023","title":"Environmental and Ecological Factors Influencing Japanese Encephalitis Transmission","year":2024,"lang":"en","type":"article","venue":"Journal of Mosquito Research","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transmission (telecommunications); Ecology; Japanese encephalitis; Geography; Biology; Encephalitis; Virology; Computer science; Virus","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001207866,0.0001258314,0.0003046247,0.0002832575,0.0001327719,0.0001220265,0.0001417348,0.0001164512,0.001220602],"category_scores_gemma":[0.0001513516,0.0000800062,0.0001883038,0.0001597668,0.0001758468,0.0002005497,0.00006456055,0.0007822606,0.00002116396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001797906,"about_ca_system_score_gemma":0.0001841046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002449654,"about_ca_topic_score_gemma":9.620862e-7,"domain_scores_codex":[0.9977728,0.000179966,0.0003973547,0.0002332269,0.001037892,0.0003787994],"domain_scores_gemma":[0.9988047,0.0003962453,0.00004464076,0.0001370027,0.00007677987,0.0005406638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001456434,0.0008710457,0.0414991,0.0008082031,0.0004290539,0.006946892,0.007492307,0.00001538014,0.6127216,0.0002795385,0.004984476,0.322496],"study_design_scores_gemma":[0.003586635,0.006147994,0.8893372,0.001414797,0.0003900485,0.002366807,0.01677231,0.002262955,0.005478506,0.0007648463,0.07111743,0.0003604044],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855015,0.01218394,0.00001967156,0.001499293,0.0001250238,0.0002081444,0.000008980624,0.0000135648,0.0004398965],"genre_scores_gemma":[0.997241,0.001544208,0.00006751042,0.00007352248,0.0004207148,0.000005049183,0.000002488132,0.00001755969,0.0006279057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8478382,"threshold_uncertainty_score":0.9996924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04081013774847664,"score_gpt":0.3623909998768219,"score_spread":0.3215808621283453,"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."}}