{"id":"W4395344084","doi":"10.15468/dl.8nv7k6","title":"Occurrence Download","year":2023,"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":["insufficient_payload"],"category_scores_codex":[0.0009622666,0.002023291,0.001938495,0.006535982,0.00128679,0.003845255,0.002244467,0.002001678,0.3627595],"category_scores_gemma":[0.006952474,0.0009543293,0.001667397,0.009449005,0.0003882883,0.003169023,0.003367093,0.002060003,0.4039327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001397256,"about_ca_system_score_gemma":0.002679722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01985675,"about_ca_topic_score_gemma":0.03358705,"domain_scores_codex":[0.9986455,0.0001490747,0.0002201658,0.0004544076,0.0003027653,0.0002282047],"domain_scores_gemma":[0.9966599,0.0009123588,0.0002362264,0.0008641322,0.0009242638,0.0004032701],"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":[0.00005018576,0.00001696408,0.0003983611,0.0005485867,0.00001383879,0.00002266089,0.00003053311,0.0001304038,0.000114773,0.0005762951,0.9940546,0.00404272],"study_design_scores_gemma":[0.00006198887,0.00001127379,0.001486775,0.000164036,0.00001406251,0.00004479361,0.0001073534,0.0002565821,0.0001622624,0.00132283,0.9963437,0.0000243599],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006860611,0.00004431787,0.000140162,0.00005825602,0.00004099965,0.00001307505,0.9953642,0.00155671,0.002713754],"genre_scores_gemma":[0.0003486911,0.00007487275,0.0007588788,0.0001077608,0.0000134505,0.00006583407,0.99615,0.0005345671,0.001945935],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6372405,"threshold_uncertainty_score":0.9089462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484850230871555,"score_gpt":0.2268166199254699,"score_spread":0.2019681176167544,"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."}}