{"id":"W6943320860","doi":"10.15468/dl.cbuw5h","title":"Occurrence Download","year":2025,"lang":"en","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); Task (project management); Set (abstract data type)","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":[0.0009656841,0.001900422,0.001715188,0.006258318,0.001058582,0.002963377,0.002769112,0.002057576,0.1872528],"category_scores_gemma":[0.007015714,0.000897085,0.001341722,0.01192669,0.0004225278,0.002594269,0.00267507,0.001843621,0.2560656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001800024,"about_ca_system_score_gemma":0.002708816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02301243,"about_ca_topic_score_gemma":0.03821231,"domain_scores_codex":[0.9987555,0.000154099,0.0001811431,0.000440288,0.0002559636,0.0002130603],"domain_scores_gemma":[0.9972557,0.0007809314,0.0002669797,0.0006805382,0.0007227193,0.0002931094],"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":[0.00003367173,0.000009610883,0.000479197,0.0007866035,0.00001730241,0.00001661581,0.00002507748,0.0001297207,0.0001113716,0.0004186613,0.9959399,0.002032414],"study_design_scores_gemma":[0.00005779863,0.000007768875,0.001676861,0.0002404868,0.00001485656,0.000034865,0.00007278293,0.0001291368,0.0001432639,0.0006446249,0.9969619,0.00001565699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003313466,0.00003577241,0.00003722681,0.00003481731,0.0000116753,0.000004516408,0.9989222,0.0003126376,0.0006079673],"genre_scores_gemma":[0.0001488366,0.00004965415,0.0001863014,0.00005078994,0.000003951413,0.00003777748,0.9988748,0.0001179405,0.0005299178],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8127472,"threshold_uncertainty_score":0.626423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01437393559742932,"score_gpt":0.2320798631925623,"score_spread":0.217705927595133,"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."}}