{"id":"W4396034784","doi":"10.15468/dl.dhg44v","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Computer science; Geography; World Wide Web","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":[0.001075226,0.001938127,0.001617593,0.004841383,0.0009790974,0.002685242,0.002881272,0.002053969,0.17087],"category_scores_gemma":[0.006326241,0.000982074,0.001139875,0.009875019,0.0004582419,0.002339525,0.002501968,0.002124424,0.2210067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001714693,"about_ca_system_score_gemma":0.002418433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02461847,"about_ca_topic_score_gemma":0.03959957,"domain_scores_codex":[0.9989135,0.00014829,0.0001457341,0.0003694452,0.0002521436,0.0001708939],"domain_scores_gemma":[0.9973979,0.0007589188,0.0002460134,0.0006433972,0.0006476375,0.0003061152],"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":[0.00002600672,0.00001006964,0.0003249703,0.0004670032,0.00001377722,0.00001394395,0.00002256748,0.0001171743,0.00008986115,0.000373449,0.9973693,0.001171927],"study_design_scores_gemma":[0.00008219641,0.000006748914,0.001747261,0.0001812416,0.00001352746,0.00003378933,0.00006806236,0.0001612928,0.0001659978,0.000758476,0.9967647,0.00001666104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003375824,0.00002100555,0.00004166837,0.00003346781,0.000009894462,0.00000487632,0.9989358,0.0003339297,0.0005856003],"genre_scores_gemma":[0.0001471024,0.00003010771,0.0001811721,0.00004250535,0.000003077324,0.00004094644,0.998966,0.0001551019,0.0004340394],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.82913,"threshold_uncertainty_score":0.5716171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996441822405556,"score_gpt":0.2168608301763518,"score_spread":0.1968964119522962,"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."}}