{"id":"W4395155059","doi":"10.15468/dl.45k56t","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001021568,0.002014748,0.001548341,0.005345963,0.0009596289,0.002507285,0.00281986,0.001931155,0.1873959],"category_scores_gemma":[0.006440656,0.0009983396,0.001217333,0.009420832,0.0004376503,0.002309936,0.00291678,0.001943811,0.2484043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001743319,"about_ca_system_score_gemma":0.002473307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02301252,"about_ca_topic_score_gemma":0.04217876,"domain_scores_codex":[0.9990022,0.0001245033,0.0001278878,0.0003427643,0.0002253603,0.0001773392],"domain_scores_gemma":[0.9974105,0.0006569737,0.0002378194,0.0006705649,0.000693719,0.0003304978],"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":[0.00002421065,0.00000791952,0.00028107,0.0004825326,0.00001267664,0.00001201224,0.00001791991,0.000085769,0.00009340633,0.0003210455,0.9974909,0.001170468],"study_design_scores_gemma":[0.00007510326,0.000006887891,0.001661734,0.0002038186,0.00001319529,0.00003073813,0.00005702031,0.000119703,0.000168818,0.0007019088,0.9969457,0.00001541321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002561464,0.0000191919,0.00003287891,0.00002726824,0.000009122111,0.000005326846,0.9989958,0.0003322398,0.00055251],"genre_scores_gemma":[0.000134006,0.00003062834,0.0001801962,0.0000455355,0.000003283947,0.0000448703,0.9989616,0.0001683889,0.000431634],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8126041,"threshold_uncertainty_score":0.6269017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01488035321446257,"score_gpt":0.2070432747805242,"score_spread":0.1921629215660616,"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."}}