{"id":"W4396377005","doi":"10.15468/dl.g3gkm5","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":[0.001041385,0.002319053,0.001826142,0.00516212,0.001035661,0.002850964,0.003183287,0.00218602,0.1610025],"category_scores_gemma":[0.005842134,0.0009828742,0.001177816,0.01032675,0.0004833816,0.00250941,0.002823519,0.00212298,0.2244524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001737731,"about_ca_system_score_gemma":0.002504953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01912741,"about_ca_topic_score_gemma":0.03227174,"domain_scores_codex":[0.9989473,0.0001466766,0.0001379619,0.0003836727,0.0002169373,0.0001674013],"domain_scores_gemma":[0.9978724,0.0005885338,0.0002070202,0.0005169988,0.0005388563,0.0002762997],"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":[0.00004119789,0.00001338078,0.0003895311,0.0007389764,0.00001813809,0.00001862145,0.00002330109,0.0001385118,0.0001311639,0.0004448108,0.9965676,0.001474646],"study_design_scores_gemma":[0.00009259622,0.00000868319,0.001406647,0.0002026846,0.0000159261,0.00003819161,0.00006154166,0.0001497807,0.0001899417,0.0009054191,0.99691,0.00001867363],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003675058,0.0000305432,0.00004162774,0.00002982659,0.000009849452,0.000005132372,0.9988893,0.0003579375,0.0005990888],"genre_scores_gemma":[0.0001449578,0.00004032626,0.0002080853,0.00004444879,0.000002933187,0.00004025713,0.9989294,0.0001575411,0.0004319898],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8389975,"threshold_uncertainty_score":0.5386069,"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."}}