{"id":"W4395232093","doi":"10.15468/dl.3napam","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Species Distribution and Climate Change","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":[0.0009464943,0.001881052,0.001561429,0.004704781,0.0009285724,0.002516389,0.002594002,0.002068566,0.1534678],"category_scores_gemma":[0.005641411,0.0008879615,0.001101095,0.009429459,0.0004341667,0.002297816,0.002320603,0.002020827,0.2041934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001577827,"about_ca_system_score_gemma":0.002102136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01957434,"about_ca_topic_score_gemma":0.03228959,"domain_scores_codex":[0.9989874,0.0001410675,0.000128075,0.0003508059,0.0002268429,0.0001657947],"domain_scores_gemma":[0.9977105,0.0006597409,0.0002224089,0.0005789503,0.0005524741,0.0002760068],"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":[0.00002855133,0.00001170743,0.0003735026,0.0004787535,0.00001371416,0.00001394162,0.00002112908,0.0001364663,0.0001023185,0.0003641213,0.9971565,0.001299339],"study_design_scores_gemma":[0.00008215284,0.000007593423,0.001883201,0.0001744525,0.00001297028,0.00003475642,0.00006971988,0.0001757359,0.0001724828,0.0007512601,0.9966192,0.00001642682],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000427435,0.00002413146,0.00004003206,0.00003488061,0.00001096793,0.00000485714,0.9989439,0.0003023461,0.0005962994],"genre_scores_gemma":[0.0001729101,0.0000321062,0.0001782347,0.00004476701,0.000003630759,0.00004071288,0.9989448,0.0001279428,0.0004547934],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8465322,"threshold_uncertainty_score":0.513401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996441822405556,"score_gpt":0.2168608301763518,"score_spread":0.1968964119522962,"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."}}