{"id":"W4395252905","doi":"10.15468/dl.4ugwqb","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Environmental DNA in Biodiversity Studies","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":["insufficient_payload"],"category_scores_codex":[0.0008498187,0.002737157,0.002388294,0.007710715,0.001489251,0.004528986,0.002999679,0.002830821,0.3545729],"category_scores_gemma":[0.006668375,0.0009817773,0.001725389,0.01212306,0.0004478829,0.004263135,0.004245805,0.002177961,0.475533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001942475,"about_ca_system_score_gemma":0.002533023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0201513,"about_ca_topic_score_gemma":0.03523561,"domain_scores_codex":[0.9986693,0.0001441959,0.0001903702,0.000464256,0.0002895406,0.0002424493],"domain_scores_gemma":[0.9975325,0.000584871,0.0002020674,0.000547378,0.0007943159,0.0003388591],"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":[0.00005461889,0.00001314259,0.0003176192,0.000770045,0.00001300444,0.00002641248,0.00002663205,0.0000768146,0.0001120504,0.0004228338,0.9948061,0.003360736],"study_design_scores_gemma":[0.00006687532,0.0000129247,0.001183638,0.0002241144,0.00001267805,0.0000540759,0.00008180307,0.0002134474,0.0001329981,0.0009672981,0.9970309,0.0000193359],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006746513,0.00009291641,0.0001100441,0.0000904638,0.00003328955,0.00001277419,0.9955652,0.001723803,0.002304007],"genre_scores_gemma":[0.0002567373,0.00009356788,0.0003898348,0.0001205619,0.00001152261,0.00005112878,0.9971448,0.0004335514,0.001498196],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6454271,"threshold_uncertainty_score":0.9206235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01488035321446257,"score_gpt":0.2070432747805242,"score_spread":0.1921629215660616,"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."}}