{"id":"W4396037095","doi":"10.15468/dl.d7s9eg","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":[0.001044352,0.001923666,0.001570006,0.004621461,0.0009905635,0.002617551,0.002858425,0.002110693,0.1705461],"category_scores_gemma":[0.006145919,0.0009361272,0.001113039,0.009185544,0.0004422981,0.002310522,0.002427056,0.002096049,0.2214806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001673177,"about_ca_system_score_gemma":0.00230403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02221812,"about_ca_topic_score_gemma":0.03660665,"domain_scores_codex":[0.9989367,0.0001461076,0.0001356998,0.0003684295,0.0002444282,0.0001685084],"domain_scores_gemma":[0.9975237,0.0007250214,0.0002284504,0.0006187344,0.0006178841,0.0002861882],"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":[0.00002644754,0.00001022789,0.0003271916,0.0004305402,0.0000124472,0.00001325733,0.00001996879,0.0001144264,0.00008795416,0.0003560549,0.9973931,0.001208252],"study_design_scores_gemma":[0.00008007188,0.000007085048,0.001720479,0.0001774747,0.0000131251,0.00003462578,0.00006655097,0.0001734968,0.0001758509,0.000790792,0.9967438,0.00001667472],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003558948,0.00002143327,0.0000435839,0.00003524762,0.00001004702,0.000004740361,0.9989166,0.000341342,0.0005914177],"genre_scores_gemma":[0.0001602289,0.00002939091,0.0001888633,0.00004475228,0.000003395577,0.0000407609,0.9989285,0.0001496397,0.0004544001],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8294539,"threshold_uncertainty_score":0.5705334,"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."}}