{"id":"W4395127691","doi":"10.15468/dl.54aaub","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":[0.001083789,0.00203647,0.001652618,0.004741697,0.001053419,0.002670972,0.002934385,0.002110456,0.1669884],"category_scores_gemma":[0.006224102,0.0009745744,0.001164089,0.009426289,0.0004588705,0.002383831,0.002587324,0.002206281,0.2219738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001760057,"about_ca_system_score_gemma":0.002451619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02378353,"about_ca_topic_score_gemma":0.03829524,"domain_scores_codex":[0.9989096,0.0001433409,0.0001386914,0.0003779463,0.0002550473,0.0001753044],"domain_scores_gemma":[0.9974517,0.0007397449,0.0002369671,0.0006354004,0.00064188,0.0002942951],"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":[0.00002602391,0.00001050759,0.0003157115,0.0004571681,0.00001323696,0.00001431261,0.00002240673,0.0001100109,0.00009983825,0.0003712039,0.9973779,0.001181848],"study_design_scores_gemma":[0.00007669331,0.000006625499,0.001698991,0.0001653239,0.00001315858,0.00003371988,0.00006503553,0.0001522337,0.0001817895,0.0007681448,0.9968213,0.00001697781],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003419004,0.00002175923,0.00004625706,0.00003504275,0.00001042177,0.000005017042,0.9988325,0.0003959928,0.00061883],"genre_scores_gemma":[0.0001514935,0.00003009677,0.0001998317,0.00004376022,0.000003347541,0.00004356527,0.9989115,0.000178258,0.0004381753],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8330116,"threshold_uncertainty_score":0.5586319,"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."}}