{"id":"W7081661911","doi":"10.15468/dl.vwphyw","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geodetic datum; Coordinate system; Matching (statistics); Download; Range (aeronautics); Geographic coordinate conversion","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":[0.0008527917,0.001932376,0.001503997,0.004582759,0.001008514,0.0028044,0.002780573,0.001874516,0.1681553],"category_scores_gemma":[0.005771202,0.0008750691,0.00130789,0.008862165,0.0003978547,0.002567454,0.0026168,0.001919913,0.2556819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001541939,"about_ca_system_score_gemma":0.002280434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02051317,"about_ca_topic_score_gemma":0.03260729,"domain_scores_codex":[0.9989777,0.0001238358,0.0001288287,0.000364322,0.0002290512,0.0001764032],"domain_scores_gemma":[0.9978456,0.0005444844,0.0001663035,0.0006021871,0.0006069154,0.0002344384],"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":[0.00002784634,0.000009892169,0.0003517105,0.0004291334,0.00001279122,0.00001489521,0.00002164976,0.0001232121,0.0001029321,0.0003823084,0.9966492,0.001874544],"study_design_scores_gemma":[0.00005267731,0.000006835787,0.001475251,0.0001432217,0.00001103152,0.0000330096,0.00006780091,0.000198626,0.0001839187,0.0008107118,0.9970017,0.00001529237],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000506593,0.00003281045,0.00007507314,0.00004709432,0.00001719029,0.000006834617,0.9979972,0.0008346291,0.0009384188],"genre_scores_gemma":[0.0001859094,0.00003901107,0.0002719375,0.00005372982,0.000004389043,0.00004265647,0.9985455,0.0002413761,0.0006156258],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8318447,"threshold_uncertainty_score":0.5625355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0116959082794947,"score_gpt":0.2070852442648293,"score_spread":0.1953893359853346,"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."}}