{"id":"W4411020130","doi":"10.2139/ssrn.5281377","title":"Warming Temperatures Reduce Lifespan and Vectorial Capacity of Anopheles Mosquitoes in Ghana","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Malaria Research and Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Anopheles; Environmental science; Biology; Malaria; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000957265,0.0001309175,0.0001768783,0.00008929993,0.0001648956,0.0002014076,0.00009393256,0.0001889388,0.002282999],"category_scores_gemma":[0.0004495479,0.00009530452,0.0001085134,0.0001703574,0.000213114,0.0002240875,0.0001377846,0.0002326702,0.0001499169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003093522,"about_ca_system_score_gemma":0.0001592591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009189963,"about_ca_topic_score_gemma":0.00931083,"domain_scores_codex":[0.9999536,0.00001410048,0.000002011935,0.00001177927,0.00000429349,0.00001417962],"domain_scores_gemma":[0.9997825,0.00004869237,0.0001039471,0.00001351139,0.00001764327,0.0000337298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01079771,0.000775885,0.6700203,0.0002745838,0.0002019424,0.0009336736,0.003572,0.00178109,0.2790256,0.0005920212,0.002090672,0.02993467],"study_design_scores_gemma":[0.00003315023,0.000575101,0.9934524,0.00001073597,0.00003930159,0.0001280636,0.0009163115,0.0002364074,0.003526932,0.0001719922,0.0009043567,0.000005231818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995752,0.00012317,0.00002523465,0.0000396474,0.000002775067,0.00000108469,0.00007764397,0.000001671913,0.0001535875],"genre_scores_gemma":[0.9994673,0.0001275229,0.00003453308,0.00001961824,0.000001985853,0.000003240764,0.00006140942,0.00000217868,0.0002821995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009189963,"threshold_uncertainty_score":0.01827294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01389198608323941,"score_gpt":0.2897265793021454,"score_spread":0.275834593218906,"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."}}