{"id":"W4395747946","doi":"10.15468/dl.bk4cvq","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":[0.0009161788,0.001912325,0.001509889,0.00439016,0.001033815,0.002967347,0.002741519,0.001926281,0.1860225],"category_scores_gemma":[0.006159116,0.00089822,0.001288188,0.00850434,0.0004023293,0.002632212,0.002712661,0.001995162,0.2717597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001522865,"about_ca_system_score_gemma":0.002309078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02010617,"about_ca_topic_score_gemma":0.03208398,"domain_scores_codex":[0.9989454,0.000133232,0.000131194,0.0003834017,0.0002273794,0.0001794088],"domain_scores_gemma":[0.9976466,0.0006273984,0.0001885291,0.0006459914,0.0006329563,0.0002585423],"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":[0.00002823416,0.000009609626,0.000377607,0.0004357454,0.00001277212,0.00001516226,0.00002324575,0.000119202,0.0001017757,0.00037906,0.9967815,0.001716036],"study_design_scores_gemma":[0.00005481173,0.00000633635,0.00146568,0.0001409702,0.00001052711,0.00003117519,0.00006834231,0.0001816928,0.0001739803,0.0008005232,0.997051,0.00001503373],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004515689,0.00002755275,0.00006855946,0.0000462659,0.00001609684,0.000006447267,0.9981827,0.0007097702,0.0008975905],"genre_scores_gemma":[0.0001864779,0.00003669122,0.0002661338,0.00005654029,0.000004660412,0.00004737229,0.9984988,0.0002526193,0.0006506779],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8139775,"threshold_uncertainty_score":0.6223073,"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."}}