{"id":"W6924563885","doi":"10.15468/dl.5rzwau","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Physics and Engineering Research Articles","field":"Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008038315,0.0001707885,0.0001534114,0.0000669878,0.00008328683,0.00009940449,0.0003137068,0.0001332508,0.0001932831],"category_scores_gemma":[0.0000442926,0.0001865421,0.00007514768,0.0002574399,0.00004550384,0.0004732553,0.0001401129,0.0002173363,0.0162566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002199269,"about_ca_system_score_gemma":0.00004751288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007024306,"about_ca_topic_score_gemma":0.000002894626,"domain_scores_codex":[0.9992401,0.00000903513,0.0001756698,0.00008679323,0.000238804,0.0002495783],"domain_scores_gemma":[0.9994704,0.00001250564,0.00002312754,0.0003064192,0.00008100043,0.0001065141],"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":[0.000004676434,0.000007977361,0.00004132877,0.0003485873,0.00003212431,7.925578e-7,0.000008718312,0.002045097,2.741112e-7,8.828195e-8,0.993116,0.004394291],"study_design_scores_gemma":[0.0001199278,0.000007297802,0.00002222194,0.000003897737,0.00001354222,3.995965e-7,0.00001296406,0.00002451536,0.000011993,0.000004041513,0.9996131,0.0001660668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008948948,0.00003315693,0.0000192473,0.00002429302,0.0003500931,0.00011734,0.9981884,0.0002004926,0.0001720511],"genre_scores_gemma":[0.0002014432,0.0001260445,0.000001010643,0.00004219505,9.742091e-7,0.000003317064,0.999625,6.96825e-9,2.720337e-8],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01606331,"threshold_uncertainty_score":0.9845093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008849325010067504,"score_gpt":0.2037755871722708,"score_spread":0.1949262621622033,"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."}}