{"id":"W4402695736","doi":"10.5376/jmr.2024.14.0015","title":"Life Cycle Dynamics of Mosquitoes Under Varied Environmental Conditions","year":2024,"lang":"en","type":"article","venue":"Journal of Mosquito Research","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dynamics (music); Biology; Environmental science; Ecology; Physics","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":[0.0001785482,0.00008868071,0.0001568247,0.0003026362,0.0002513207,0.0002888209,0.0001119545,0.00009919595,0.0007596043],"category_scores_gemma":[0.0004560574,0.00005931326,0.0001323276,0.0002016711,0.0001150905,0.0002724108,0.0002558935,0.0001412929,0.0001309007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000361322,"about_ca_system_score_gemma":0.0001929873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004100356,"about_ca_topic_score_gemma":0.006242152,"domain_scores_codex":[0.999926,0.00001687294,0.000003440864,0.00001989378,0.00001266582,0.00002117363],"domain_scores_gemma":[0.9998313,0.00003903889,0.00004869968,0.00000702711,0.00004402742,0.00002989849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007257112,0.0001432541,0.8177636,0.0001359868,0.000142536,0.0003867235,0.001121251,0.01310461,0.1117376,0.002220415,0.001214774,0.05130338],"study_design_scores_gemma":[0.000009609431,0.0004051448,0.9740475,0.00002201526,0.00005173659,0.0003052766,0.000975698,0.01306569,0.006272525,0.0008326079,0.003977794,0.00003445552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978079,0.0001992342,0.0003899771,0.00002334161,0.000001589382,0.000007384066,0.0003283689,0.000003815497,0.001238429],"genre_scores_gemma":[0.9986557,0.0001781072,0.0002480083,0.0000150602,0.000001426432,0.00001170384,0.0005153135,0.000002177633,0.000372486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004100356,"threshold_uncertainty_score":0.008152962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03667802999432344,"score_gpt":0.3385666629040278,"score_spread":0.3018886329097043,"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."}}