{"id":"W1948192363","doi":"10.5376/jmr.2013.03.0012","title":"Population Dynamics of Different Mosquito Species at Lahore College For Women University Campus, Lahore","year":2013,"lang":"en","type":"article","venue":"Journal of Mosquito Research","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Biology; Ecology; Geography; Demography; Sociology","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":[0.000168492,0.0001243497,0.0001095685,0.0004598737,0.0005860231,0.0005191069,0.0001580144,0.0001577457,0.001812874],"category_scores_gemma":[0.0002415453,0.00009868712,0.00007743177,0.0003270576,0.0002106015,0.0003037526,0.000290287,0.0001973293,0.0002850599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004354143,"about_ca_system_score_gemma":0.0004630597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01709848,"about_ca_topic_score_gemma":0.0482685,"domain_scores_codex":[0.9998891,0.00002529386,0.000006327326,0.00002170809,0.00001523205,0.0000422456],"domain_scores_gemma":[0.9997422,0.00003172382,0.00007409795,0.000006417411,0.00005859724,0.00008691544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009080835,0.0001330436,0.9747921,0.00005061129,0.00001960949,0.0004581205,0.003454937,0.0001409113,0.004541271,0.0001922664,0.001018757,0.01510761],"study_design_scores_gemma":[0.0000049112,0.0002367904,0.990096,0.00002785862,0.00001075078,0.0003413125,0.006772452,0.0002861349,0.0002749332,0.00003005911,0.001906448,0.00001238964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988102,0.0001072141,0.00002703481,0.00007885497,0.000002728703,0.000007676243,0.0001690844,0.00000323934,0.0007940844],"genre_scores_gemma":[0.9977674,0.0002221199,0.0001467024,0.0000456159,0.000006180904,0.00002043909,0.0002557567,9.482892e-7,0.001534751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01709848,"threshold_uncertainty_score":0.03399795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02881333464108067,"score_gpt":0.3121085495518053,"score_spread":0.2832952149107246,"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."}}