{"id":"W6958147746","doi":"10.6084/m9.figshare.26633616","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":"Open MIND","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":[0.001817509,0.001296989,0.0009536739,0.002210919,0.0008445112,0.001610367,0.002014905,0.001015895,0.8116121],"category_scores_gemma":[0.01289045,0.0006903816,0.0007623854,0.003432485,0.0003444658,0.002597845,0.001780671,0.001166611,0.2746282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008345295,"about_ca_system_score_gemma":0.001476236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01124447,"about_ca_topic_score_gemma":0.01540982,"domain_scores_codex":[0.9993687,0.00009353524,0.00008057791,0.0001520432,0.000206952,0.00009826051],"domain_scores_gemma":[0.9928871,0.003996116,0.0004810392,0.0006116302,0.001592378,0.0004317307],"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":[0.00008955505,0.00003874072,0.001042561,0.0006250726,0.00001120104,0.00003325554,0.00004982247,0.0002835934,0.0001531597,0.0003605921,0.9914914,0.005820949],"study_design_scores_gemma":[0.0008130533,0.00008172239,0.01251972,0.0006369516,0.00005774199,0.0001623365,0.000307904,0.001587407,0.001778389,0.005058052,0.9768829,0.0001138045],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002457848,0.00001157422,0.001547271,0.0001152713,0.00005565467,0.0001208227,0.9909539,0.003778043,0.003171738],"genre_scores_gemma":[0.005733224,0.00007529998,0.01205496,0.0004908874,0.0001191146,0.001262398,0.9579335,0.00844668,0.013884],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8116121,"threshold_uncertainty_score":0.2687123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01393678413460812,"score_gpt":0.2910115192924754,"score_spread":0.2770747351578672,"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."}}