{"id":"W4396429736","doi":"10.15468/dl.gqjfzf","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":[0.001046188,0.00194218,0.001640139,0.004851575,0.0009645044,0.00265765,0.002907925,0.002106559,0.1697841],"category_scores_gemma":[0.006187059,0.0009582753,0.001136775,0.009413074,0.0004568781,0.002332183,0.002480781,0.002113375,0.2192592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001724138,"about_ca_system_score_gemma":0.002451807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02416048,"about_ca_topic_score_gemma":0.03846059,"domain_scores_codex":[0.9989761,0.00013595,0.0001337004,0.0003549131,0.0002350592,0.0001642058],"domain_scores_gemma":[0.9975755,0.0007050736,0.0002336041,0.0005831299,0.0006114964,0.0002912934],"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":[0.00002710114,0.00001041414,0.0003298567,0.0005004761,0.00001397802,0.00001439078,0.00002150663,0.0001160874,0.0000943275,0.0003616178,0.997304,0.001206154],"study_design_scores_gemma":[0.00008558867,0.00000702507,0.001759236,0.0001834397,0.00001386084,0.00003393484,0.0000660277,0.0001581941,0.0001701384,0.0007346122,0.996771,0.00001690874],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003167427,0.00002142465,0.00003864596,0.00003233264,0.000009293605,0.000004667724,0.9989702,0.000331503,0.000560254],"genre_scores_gemma":[0.0001533415,0.00003205025,0.0001839283,0.00004409781,0.000003230693,0.00004198999,0.9989467,0.0001584947,0.0004360894],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8302159,"threshold_uncertainty_score":0.5679844,"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."}}