{"id":"W2026549360","doi":"10.2987/09-5905.1","title":"A Modified Centers for Disease Control and Prevention Gravid Trap for Easier Mosquito Collection","year":2010,"lang":"en","type":"article","venue":"Journal of the American Mosquito Control Association","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Trap (plumbing); Biology; Disease control; Mosquito control; Control (management); Computer science; Virology; Physics; Immunology; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001189328,0.0002413191,0.0007836552,0.0001501612,0.0002958649,0.0001069501,0.0001946462,0.00009522078,0.000006407013],"category_scores_gemma":[0.001932033,0.0001778252,0.0009345122,0.000229785,0.00008695071,0.0002019348,0.00001521337,0.0003196485,5.517397e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003592869,"about_ca_system_score_gemma":0.0003832399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003631129,"about_ca_topic_score_gemma":0.00004748482,"domain_scores_codex":[0.9978055,0.0001899357,0.0007362431,0.0002789531,0.0005674268,0.0004219647],"domain_scores_gemma":[0.995621,0.0005856167,0.002237736,0.0002764053,0.0009081446,0.0003711353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1020096,0.002531346,0.4518419,0.0004830807,0.00624675,0.00001528003,0.0005936113,0.00107285,0.2693568,0.001550085,0.03781623,0.1264825],"study_design_scores_gemma":[0.05089161,0.003160484,0.8679816,0.0001693524,0.007362647,0.00003660698,0.0002918921,0.05776637,0.0002131435,0.004154828,0.007562086,0.0004093862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9405835,0.0002918677,0.03251838,0.0216512,0.001430904,0.003226352,0.0002417137,0.00002845165,0.00002757771],"genre_scores_gemma":[0.9947454,0.00004003145,0.0004081833,0.002258919,0.0014616,0.0002887417,0.00001228762,0.00004205461,0.0007427432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4161397,"threshold_uncertainty_score":0.7251502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006558531446245072,"score_gpt":0.2716214512736834,"score_spread":0.2650629198274383,"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."}}