{"id":"W4396157383","doi":"10.15468/dl.dzs3yf","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":[0.001093563,0.001959379,0.001617005,0.004669426,0.001010474,0.002624648,0.002931187,0.002055258,0.1642784],"category_scores_gemma":[0.006225214,0.0009737743,0.001149361,0.00937409,0.000449199,0.00230938,0.002558118,0.002187571,0.2196567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001748851,"about_ca_system_score_gemma":0.002469689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02383951,"about_ca_topic_score_gemma":0.03826311,"domain_scores_codex":[0.9989157,0.0001444142,0.0001357407,0.0003721418,0.00025664,0.0001753972],"domain_scores_gemma":[0.9974354,0.0007309654,0.0002404774,0.0006416048,0.0006507547,0.0003008264],"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":[0.00002604903,0.00001063979,0.0003229848,0.0004462026,0.0000132829,0.00001379135,0.00002222052,0.0001125736,0.00009815838,0.0003723365,0.9973832,0.001178541],"study_design_scores_gemma":[0.00007765941,0.000006620391,0.001735687,0.0001663309,0.00001283737,0.00003265739,0.00006560854,0.0001563867,0.0001797877,0.0007478767,0.9968016,0.00001690384],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003465954,0.00002096728,0.00004562646,0.00003461987,0.00001023207,0.000005153067,0.9988459,0.0003809993,0.0006218222],"genre_scores_gemma":[0.0001494527,0.00002938857,0.0001959293,0.00004325504,0.000003189607,0.00004383384,0.9989223,0.0001732049,0.0004394174],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8357216,"threshold_uncertainty_score":0.549566,"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."}}