{"id":"W4395857272","doi":"10.15468/dl.98v29q","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":[0.000967767,0.001870483,0.0015448,0.004635228,0.0009717789,0.002520461,0.002719643,0.002109051,0.1547115],"category_scores_gemma":[0.00552776,0.0009062807,0.001113018,0.009067377,0.0004393269,0.002373528,0.002353131,0.002077232,0.2096291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001607176,"about_ca_system_score_gemma":0.002183081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02043265,"about_ca_topic_score_gemma":0.03606093,"domain_scores_codex":[0.9989854,0.0001418426,0.0001283055,0.0003545004,0.0002245992,0.0001653969],"domain_scores_gemma":[0.997658,0.0006603577,0.0002306989,0.0005954844,0.000563491,0.0002919566],"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":[0.00002651217,0.00001155454,0.0003576299,0.0004509178,0.00001304751,0.00001375149,0.00002024384,0.0001185824,0.00009302809,0.0003543014,0.9973894,0.001151095],"study_design_scores_gemma":[0.00008193791,0.000007759556,0.001902535,0.0001716628,0.00001275082,0.00003674393,0.00006739173,0.0001659801,0.0001641869,0.0007682214,0.9966041,0.00001671539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004337114,0.0000250931,0.0000420242,0.00003645382,0.00001136756,0.000005184248,0.9988953,0.0003096813,0.0006314777],"genre_scores_gemma":[0.0001658071,0.00003170921,0.0001817698,0.00004682833,0.000003698374,0.00004194251,0.9989255,0.0001273399,0.0004754482],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8452885,"threshold_uncertainty_score":0.5175614,"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."}}