{"id":"W7081063202","doi":"10.15468/dl.mxv2g8","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":"Download; Matching (statistics); Range (aeronautics); Confidentiality; The Internet","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":[0.0008705753,0.002123649,0.001504071,0.004847231,0.0009413841,0.002359167,0.002907479,0.002113823,0.1175482],"category_scores_gemma":[0.005202486,0.0008518265,0.001186223,0.008919043,0.0004434756,0.002318778,0.002446863,0.002005634,0.1779297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00166922,"about_ca_system_score_gemma":0.002270671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02154988,"about_ca_topic_score_gemma":0.03671877,"domain_scores_codex":[0.9989811,0.0001326587,0.0001308107,0.0003485695,0.0002358382,0.0001711463],"domain_scores_gemma":[0.9979394,0.0005074969,0.0001933973,0.0005731839,0.0005250389,0.0002614512],"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":[0.0000332028,0.00001288892,0.0003382134,0.0004665474,0.00001471555,0.00001672585,0.00001946041,0.0001364301,0.0001210609,0.0003917811,0.9970817,0.001367233],"study_design_scores_gemma":[0.00008013606,0.000008610058,0.001744594,0.0001565177,0.00001310709,0.00004334604,0.00005823049,0.0001955003,0.00022354,0.0008042052,0.9966555,0.00001670408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000543394,0.00003152448,0.00004725296,0.00004102962,0.00001210832,0.000006407837,0.9986086,0.000494236,0.0007044821],"genre_scores_gemma":[0.0001668066,0.00003117959,0.0001738305,0.00004566676,0.000003063441,0.00003296913,0.9990399,0.0001242476,0.0003823082],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8824518,"threshold_uncertainty_score":0.393238,"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."}}