{"id":"W7083682263","doi":"10.15468/dl.ew3hn5","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Data set; Raw data","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":[0.001053982,0.001978467,0.001527041,0.004749573,0.0009339249,0.00251729,0.002850496,0.002125946,0.1265662],"category_scores_gemma":[0.005966856,0.0008133178,0.001148301,0.008845462,0.000466271,0.002089258,0.002384788,0.001960591,0.1985264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001664653,"about_ca_system_score_gemma":0.002274191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02146507,"about_ca_topic_score_gemma":0.03662963,"domain_scores_codex":[0.9989119,0.0001657395,0.0001369246,0.0003636548,0.0002428755,0.0001788802],"domain_scores_gemma":[0.9976937,0.0006122084,0.0002339074,0.0006063963,0.0005771083,0.0002766436],"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":[0.00002944011,0.00001124545,0.0003675228,0.0004519252,0.0000141262,0.00001393419,0.00001853633,0.0001283975,0.00008852105,0.0003656493,0.9972121,0.001298619],"study_design_scores_gemma":[0.00008791207,0.000009399365,0.001948941,0.000190489,0.00001471811,0.00003851623,0.0000614837,0.0001928068,0.0001855962,0.0009198997,0.9963331,0.00001707323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004971151,0.00003305966,0.00004277654,0.00003978878,0.00001145882,0.000005898888,0.9988182,0.0003803806,0.0006187464],"genre_scores_gemma":[0.0001774364,0.00003429214,0.0001733887,0.00005189161,0.000003749638,0.00004060298,0.9989511,0.0001208227,0.0004467278],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8734338,"threshold_uncertainty_score":0.4234062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02426434694614265,"score_gpt":0.1978859768691468,"score_spread":0.1736216299230041,"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."}}