{"id":"W4395641498","doi":"10.15468/dl.5n5vn3","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":[0.0007897042,0.002047077,0.001511882,0.004668538,0.001006904,0.002546014,0.002802073,0.002195321,0.1453202],"category_scores_gemma":[0.005386511,0.0008922049,0.001194523,0.009355546,0.00042176,0.002332527,0.002383167,0.002024451,0.2092084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00159375,"about_ca_system_score_gemma":0.002156585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02512977,"about_ca_topic_score_gemma":0.04195395,"domain_scores_codex":[0.999074,0.0001161931,0.0001116562,0.0003243977,0.0002183483,0.0001554298],"domain_scores_gemma":[0.9979916,0.000555096,0.0001748732,0.0005013349,0.0005456994,0.0002314053],"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":[0.00002611804,0.00001119712,0.0003447729,0.000416911,0.00001268635,0.00001491514,0.00001961284,0.0001291413,0.00008882898,0.0003166819,0.9973207,0.001298411],"study_design_scores_gemma":[0.00008274449,0.000008215417,0.001870093,0.0001752267,0.00001397179,0.00004212028,0.00007771145,0.0002428528,0.0001925468,0.0007936675,0.9964828,0.00001796117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004697984,0.00002890482,0.00005060116,0.00003954828,0.00001283615,0.000005565817,0.9986665,0.0004878981,0.0006611678],"genre_scores_gemma":[0.0001779213,0.00003271096,0.0002105624,0.00004388784,0.000003834263,0.00003980147,0.9988824,0.0001543076,0.0004546697],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8546798,"threshold_uncertainty_score":0.4861444,"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."}}