{"id":"W6962025925","doi":"10.15468/dl.tdtnxk","title":"Occurrence Download","year":2023,"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); Order (exchange); The Internet","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":[0.0008549539,0.001980785,0.001541068,0.004564313,0.001113294,0.002687775,0.002981843,0.002272062,0.165819],"category_scores_gemma":[0.006120306,0.0009776913,0.001202076,0.009340955,0.0004627483,0.002691306,0.002678239,0.002224046,0.2268142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001804897,"about_ca_system_score_gemma":0.002442189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02650309,"about_ca_topic_score_gemma":0.04603177,"domain_scores_codex":[0.9989801,0.0001313916,0.0001205738,0.0003532897,0.0002474653,0.0001672016],"domain_scores_gemma":[0.997603,0.000651522,0.0001969806,0.0006339659,0.0006613227,0.0002532858],"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":[0.00002432304,0.00001108435,0.00031936,0.0004378772,0.00001083778,0.0000133675,0.00002359411,0.0001061091,0.00008699575,0.0003771016,0.997224,0.001365493],"study_design_scores_gemma":[0.00006218719,0.000006839623,0.001471188,0.0001744615,0.00001110128,0.0000357625,0.00008169599,0.0001559215,0.0001756547,0.0008032516,0.9970048,0.00001717374],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004293669,0.00002768167,0.00005503331,0.00004461539,0.00001287209,0.000005812047,0.9984891,0.0005025945,0.000819271],"genre_scores_gemma":[0.0001823071,0.00003720272,0.0002666337,0.00005063489,0.00000363295,0.00004608324,0.9986196,0.0002014072,0.0005924676],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.834181,"threshold_uncertainty_score":0.5547197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02365312271414112,"score_gpt":0.2392044605254057,"score_spread":0.2155513378112646,"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."}}