{"id":"W6958497965","doi":"10.6084/m9.figshare.26633616.v1","title":"Additional file 1 of Global mosquito observations dashboard (GMOD): creating a user-friendly web interface fueled by citizen science to monitor invasive and vector mosquitoes","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Insect Resistance and Genetics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Esri (Canada)","funders":"","keywords":"Dashboard; Citizen science; Scripting language; Interface (matter); Layer (electronics); Web application; User interface","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000025901,0.0001462245,0.0001181587,0.00003092145,0.0001304402,0.0001149196,0.0002676532,0.00008895742,0.1936003],"category_scores_gemma":[0.002035312,0.0001462836,0.00005033757,0.0003556907,0.00005222753,0.00001604297,0.0002668857,0.00006291446,0.00009979066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004704306,"about_ca_system_score_gemma":0.0004292028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005875026,"about_ca_topic_score_gemma":0.00009225561,"domain_scores_codex":[0.9989434,0.00001682904,0.0001739103,0.0004086102,0.0002159299,0.0002413592],"domain_scores_gemma":[0.9992091,0.0001499951,0.00005417669,0.0002155173,0.000257724,0.0001134695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001241553,0.00001096155,0.00001218141,0.0000886807,0.0000173409,0.000001849016,0.00002667992,0.00001155216,0.1975915,0.000006918884,0.8020006,0.0002192719],"study_design_scores_gemma":[0.000148727,0.0003833363,0.005023926,0.002103023,0.00001354407,0.00001093944,0.0002252417,0.0002534962,0.1705071,0.00002371466,0.8209918,0.0003152615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.09133787,0.0004783653,0.00000359436,0.00004786445,0.00004185633,0.000169534,0.9069479,0.00002136046,0.0009516639],"genre_scores_gemma":[0.5202927,0.00001053156,0.00251107,0.0001527561,0.0002933376,0.0006075363,0.4748819,0.00002256279,0.001227575],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.4320659,"threshold_uncertainty_score":0.8071368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01227125227821338,"score_gpt":0.2621601079068461,"score_spread":0.2498888556286328,"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."}}