{"id":"W4396255629","doi":"10.15468/dl.gdpb72","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":[0.0009999713,0.001956217,0.00164014,0.004655848,0.0009622322,0.002505966,0.002782041,0.002135878,0.1529334],"category_scores_gemma":[0.005604347,0.000940506,0.001161594,0.009278663,0.0004490688,0.0023627,0.0024425,0.002122548,0.2067913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001647586,"about_ca_system_score_gemma":0.002259979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02143143,"about_ca_topic_score_gemma":0.03523762,"domain_scores_codex":[0.9989623,0.000146253,0.000135235,0.0003579113,0.0002301996,0.0001680788],"domain_scores_gemma":[0.9977071,0.0006433451,0.0002218195,0.0005751644,0.000568934,0.000283504],"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":[0.00003205364,0.00001283319,0.0003563996,0.0005509472,0.00001492261,0.00001572191,0.00002233017,0.0001309676,0.0001114301,0.000375165,0.9971716,0.001205678],"study_design_scores_gemma":[0.00009720759,0.000008461653,0.001868188,0.0001851108,0.0000138955,0.00003643189,0.00006867055,0.0001671729,0.0001820061,0.0007681764,0.996587,0.00001769205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003980359,0.00002400465,0.00004087789,0.00003346541,0.00001075907,0.000005393687,0.9989518,0.0003169343,0.0005770376],"genre_scores_gemma":[0.0001562597,0.00003140025,0.0001751529,0.00004425646,0.000003441735,0.00004294645,0.998995,0.0001303628,0.000421046],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8470666,"threshold_uncertainty_score":0.511613,"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."}}