{"id":"W4395168243","doi":"10.15468/dl.2f3qgh","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; 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":[0.000865837,0.001912415,0.00146231,0.004440008,0.0008986502,0.0024053,0.002640172,0.001864859,0.1450408],"category_scores_gemma":[0.005411944,0.0008863465,0.001136959,0.009416894,0.000415329,0.002157425,0.002339636,0.001947726,0.1956452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00182277,"about_ca_system_score_gemma":0.002599421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03597326,"about_ca_topic_score_gemma":0.05755336,"domain_scores_codex":[0.99905,0.0001199207,0.00011693,0.0003279918,0.0002209383,0.0001642804],"domain_scores_gemma":[0.9976655,0.0006115222,0.0002118258,0.0005875704,0.0006405551,0.0002830464],"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":[0.0000269668,0.000009938779,0.0003749598,0.000434436,0.0000139567,0.00001412852,0.00002203346,0.0001422345,0.00009537784,0.0003631925,0.9972948,0.001207993],"study_design_scores_gemma":[0.00007982132,0.000007372214,0.002103093,0.0001654035,0.00001355014,0.00003446321,0.00007382927,0.0002046478,0.000185395,0.0007470172,0.9963679,0.0000174816],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003704641,0.00001998079,0.00003927638,0.00003074142,0.000009494647,0.000004489541,0.9989333,0.0003686406,0.0005570658],"genre_scores_gemma":[0.0001589179,0.00002765516,0.0001744544,0.00003763409,0.000002904723,0.0000328462,0.9990218,0.0001386316,0.0004051185],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8549592,"threshold_uncertainty_score":0.4852098,"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."}}