{"id":"W6906105382","doi":"10.15468/dl.vfdeg4","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geodetic datum; Coordinate system; Matching (statistics); Geographic coordinate conversion; Reprojection error","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":[0.0008976024,0.001751648,0.001386651,0.004624074,0.0009423034,0.002714225,0.002654762,0.001586519,0.1786508],"category_scores_gemma":[0.00581381,0.0008781223,0.001241566,0.009319799,0.0004016391,0.002195927,0.002531363,0.001689775,0.2389733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001410502,"about_ca_system_score_gemma":0.00226251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02057519,"about_ca_topic_score_gemma":0.03190517,"domain_scores_codex":[0.9989758,0.0001298514,0.0001371268,0.0003634589,0.0002191214,0.0001747609],"domain_scores_gemma":[0.9977964,0.0005689375,0.0002051085,0.0006085807,0.000587464,0.0002335246],"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":[0.00003110419,0.000009381144,0.0004203914,0.0005215402,0.00001471852,0.00001425396,0.000024956,0.0001203233,0.0001210735,0.0004270129,0.9963258,0.001969374],"study_design_scores_gemma":[0.00005251031,0.000007169136,0.001609578,0.0001496925,0.00001255971,0.00003167965,0.00006245418,0.0001355577,0.0001751723,0.0007322083,0.9970163,0.00001510855],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004691696,0.00002906514,0.00006292113,0.00003587518,0.00001449916,0.000005831761,0.9983624,0.0005796978,0.0008628346],"genre_scores_gemma":[0.0001863338,0.0000393879,0.0002600179,0.00004911075,0.000004023977,0.0000436345,0.9985781,0.0002103315,0.0006291514],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8213492,"threshold_uncertainty_score":0.5976465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01437393559742932,"score_gpt":0.2320798631925623,"score_spread":0.217705927595133,"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."}}