{"id":"W4414258550","doi":"10.1101/2025.09.07.674692","title":"Effect of Climate Warming on Mosquito Population Dynamics in Newfoundland","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Climate change; Temperate climate; Population; Diapause; Global warming; Life history theory; Adaptation (eye); Vector (molecular biology)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003944622,0.0002058586,0.000232757,0.0004117409,0.0005787729,0.0008602803,0.000489126,0.0003352073,0.002063631],"category_scores_gemma":[0.001241635,0.0001231639,0.0004851435,0.0004266949,0.0003797297,0.0004073214,0.0004859016,0.000434223,0.0001115088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007883204,"about_ca_system_score_gemma":0.002937228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8744546,"about_ca_topic_score_gemma":0.8975206,"domain_scores_codex":[0.9997962,0.00002935677,0.00001090784,0.0000482462,0.00001607462,0.00009910378],"domain_scores_gemma":[0.9992065,0.0001891394,0.0002072942,0.00007892403,0.0001743889,0.0001438621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002529591,0.00008904687,0.9146197,0.00006469939,0.0002568036,0.000563138,0.000185162,0.07171994,0.001714069,0.0004740879,0.003408225,0.006652226],"study_design_scores_gemma":[0.00002291493,0.00002989594,0.9574589,0.00002031334,0.00005917675,0.00004979534,0.0003770029,0.0402513,0.0002476102,0.00007898458,0.001382593,0.00002149229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969868,0.000167094,0.0001803004,0.0002703848,0.00001857189,0.000004799319,0.001283779,0.00003235374,0.001055838],"genre_scores_gemma":[0.9989556,0.00007248507,0.00008936407,0.00005565212,0.000004285166,0.00000373845,0.0004927929,0.000004141467,0.0003218937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1255454,"threshold_uncertainty_score":0.2525694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005970915586346925,"score_gpt":0.2512533899845101,"score_spread":0.2452824743981631,"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."}}