{"id":"W4396407824","doi":"10.15468/dl.hwhkh8","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","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":[0.001143726,0.002232751,0.00181498,0.004959684,0.001096345,0.002891861,0.003238811,0.002227978,0.1544178],"category_scores_gemma":[0.006033771,0.001005559,0.001187922,0.009322564,0.0005061209,0.00249461,0.00282579,0.002303698,0.219247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001760231,"about_ca_system_score_gemma":0.002536883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02081301,"about_ca_topic_score_gemma":0.03595145,"domain_scores_codex":[0.998917,0.000149892,0.0001397384,0.0003810844,0.0002464936,0.0001659381],"domain_scores_gemma":[0.9977028,0.0006648741,0.0002084607,0.000593715,0.0005391958,0.0002908575],"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":[0.00003633884,0.00001360452,0.0003847351,0.0006029235,0.00001740208,0.0000196631,0.00002632709,0.0001426489,0.0001326487,0.0004471538,0.9967538,0.001422699],"study_design_scores_gemma":[0.0000901723,0.000007821649,0.001602933,0.0001883702,0.00001465491,0.00004391116,0.00007372863,0.0001790425,0.0002098672,0.0008684184,0.9967023,0.00001875733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004081012,0.00002740842,0.00005184856,0.0000343658,0.00001000937,0.00000557474,0.9987738,0.0004459971,0.0006102293],"genre_scores_gemma":[0.0001456358,0.00003243501,0.0002167321,0.00003916105,0.000002715781,0.00003689725,0.9989661,0.0001649431,0.0003953759],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8455822,"threshold_uncertainty_score":0.516579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122403581641463,"score_gpt":0.2099771924585691,"score_spread":0.1987531566421545,"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."}}