{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00172016,0.001265118,0.0009691003,0.002259438,0.000861329,0.001588488,0.002070405,0.001003124,0.8284983],"category_scores_gemma":[0.0115242,0.0007054314,0.0008181023,0.003687735,0.0003588079,0.002686093,0.001802284,0.001152585,0.3023022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008229982,"about_ca_system_score_gemma":0.001390557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01096228,"about_ca_topic_score_gemma":0.015,"domain_scores_codex":[0.9994202,0.00008774453,0.00007047333,0.0001459187,0.000180394,0.00009527605],"domain_scores_gemma":[0.9936474,0.003566014,0.0004168802,0.0005869111,0.001392149,0.0003906194],"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":[0.00008128798,0.00003130538,0.0008787496,0.0005760901,0.00001127074,0.0000297575,0.00004502956,0.0002831064,0.0001428361,0.000363529,0.992564,0.004992972],"study_design_scores_gemma":[0.0007876219,0.00007487233,0.01163969,0.0005809332,0.00005696041,0.0001544762,0.0002781415,0.001388496,0.001569617,0.005031575,0.9783278,0.000109842],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0002170469,0.00001076339,0.001354593,0.0001033222,0.00005287045,0.000102455,0.9916919,0.003498757,0.002968305],"genre_scores_gemma":[0.005413801,0.000072196,0.01133713,0.0004521628,0.0001129016,0.001116483,0.9595444,0.00892356,0.01302742],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8284983,"threshold_uncertainty_score":0.2446263,"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."}}