{"id":"W7104260774","doi":"10.15468/dl.5dqr3y","title":"Occurrence Download","year":2025,"lang":"","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Data set","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":[0.001114039,0.001732656,0.001613933,0.005207386,0.001002848,0.002721704,0.002843625,0.002001125,0.1860532],"category_scores_gemma":[0.007032483,0.0009391579,0.00109759,0.01024039,0.0004537131,0.002406913,0.002629236,0.002004423,0.2337022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001635219,"about_ca_system_score_gemma":0.002394783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02152111,"about_ca_topic_score_gemma":0.03355727,"domain_scores_codex":[0.9988793,0.0001513139,0.0001508956,0.0003845163,0.000249874,0.000184196],"domain_scores_gemma":[0.99704,0.0008502799,0.0002935635,0.0007592699,0.0007325616,0.0003243922],"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":[0.00002664381,0.000009482311,0.000360211,0.0005188104,0.00001361775,0.00001221548,0.00002259622,0.0001081514,0.00009394044,0.0003735225,0.9970419,0.001418906],"study_design_scores_gemma":[0.00006470544,0.000006705865,0.001862056,0.0002081616,0.00001364373,0.00003001144,0.00007378932,0.0001258937,0.0001556475,0.0007421244,0.9967011,0.00001621286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003110862,0.00002090858,0.00003818978,0.00003090073,0.00001005553,0.000004289549,0.9990301,0.000282405,0.0005520465],"genre_scores_gemma":[0.0001593007,0.00003213987,0.000195066,0.00004330447,0.000003554146,0.00004026421,0.9988964,0.0001488469,0.0004810755],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8139468,"threshold_uncertainty_score":0.6224098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434536157882973,"score_gpt":0.2311093459842124,"score_spread":0.2167639844053826,"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."}}