{"id":"W7084871027","doi":"10.15468/dl.9tk9qx","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); 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":[0.0008896184,0.001970408,0.001434745,0.004362185,0.001010858,0.002389076,0.002887713,0.001980153,0.1403699],"category_scores_gemma":[0.005949529,0.0008478481,0.001192449,0.008507408,0.0004412631,0.002234958,0.002450554,0.002045246,0.1960927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001602569,"about_ca_system_score_gemma":0.002396801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02492338,"about_ca_topic_score_gemma":0.04096473,"domain_scores_codex":[0.9990315,0.0001254008,0.0001245011,0.0003316166,0.0002322521,0.0001547779],"domain_scores_gemma":[0.9977551,0.0006373266,0.0001923098,0.0005996758,0.0005621492,0.0002534322],"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":[0.00002693602,0.00001143925,0.0003361325,0.0003917443,0.00001176902,0.00001434253,0.00001967111,0.0001301149,0.00008796028,0.0003593142,0.9972399,0.001370761],"study_design_scores_gemma":[0.00007852239,0.000008165499,0.001761815,0.0001631686,0.00001253686,0.00004023591,0.00007545255,0.0002339959,0.0002062071,0.000892305,0.9965107,0.00001699565],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005123197,0.00002651179,0.00005708047,0.00004661233,0.00001333107,0.000006383001,0.9985495,0.0005441462,0.0007051445],"genre_scores_gemma":[0.0001730689,0.00002964838,0.0002194673,0.00004545355,0.000003448901,0.00004106476,0.9988741,0.000149882,0.000463867],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8596301,"threshold_uncertainty_score":0.469584,"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."}}