{"id":"W7083168291","doi":"10.15468/dl.xd2f49","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Evolution and Paleontology Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Data set; Order (exchange)","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":["insufficient_payload"],"category_scores_codex":[0.0001782862,0.0002161689,0.0002517786,0.00008549863,0.0004233324,0.00007044514,0.0004040802,0.0002945733,0.005442071],"category_scores_gemma":[0.0001464307,0.0002010858,0.0001108222,0.0002902441,0.0002346348,0.0004898351,0.00006095117,0.0002397216,0.07642017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002792298,"about_ca_system_score_gemma":0.0001470613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003652345,"about_ca_topic_score_gemma":0.006071351,"domain_scores_codex":[0.9989082,0.00007582211,0.0002886828,0.0001871,0.0002802789,0.0002599024],"domain_scores_gemma":[0.9992296,0.00004583409,0.0001736887,0.0002958075,0.0001516501,0.0001034736],"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":[0.0000302075,0.000006021097,0.1278432,0.00008658286,0.00003232564,0.000001221198,0.0000155722,0.00001647193,2.033417e-10,3.871371e-8,0.8699404,0.002027965],"study_design_scores_gemma":[0.0001841762,0.00002390525,0.01576794,0.000002375709,0.00004560445,0.000002361561,0.0001151702,4.448952e-7,5.331015e-8,9.156246e-7,0.9836702,0.0001868116],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000126681,0.0001950788,0.00000188465,0.0002611674,0.001030712,0.0001776958,0.9950482,0.0000616909,0.003096894],"genre_scores_gemma":[0.00002456606,0.0002390046,0.000001320757,0.0009577865,0.000001257479,4.056506e-7,0.9987751,8.094206e-10,5.895829e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1137298,"threshold_uncertainty_score":0.9954671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01441793095324853,"score_gpt":0.2116740870451263,"score_spread":0.1972561560918778,"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."}}