{"id":"W6943522184","doi":"10.15468/dl.t4m8s6","title":"Occurrence Download","year":2024,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Herbarium; Extant taxon; Vascular plant; Natural history; Download","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":[0.0009937647,0.002457143,0.001807015,0.006245643,0.001301343,0.003503921,0.003451834,0.002406574,0.1553913],"category_scores_gemma":[0.007241626,0.001027701,0.001722389,0.01024638,0.000443935,0.003866953,0.003525482,0.002307054,0.2600331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001814207,"about_ca_system_score_gemma":0.002309682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02124714,"about_ca_topic_score_gemma":0.03580887,"domain_scores_codex":[0.9986309,0.0001616778,0.0001858903,0.0004997813,0.0002975822,0.0002241333],"domain_scores_gemma":[0.9973393,0.0006359665,0.0002239363,0.0008012656,0.000709245,0.0002902147],"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":[0.00004339978,0.00001532538,0.0005090459,0.0005188708,0.00001573331,0.00002412695,0.00002902901,0.0001251148,0.000123058,0.0004009022,0.9954406,0.00275468],"study_design_scores_gemma":[0.0000526777,0.00001085346,0.001610966,0.0001775115,0.00001310056,0.00005426799,0.00009893048,0.0002700031,0.0002025523,0.0008148035,0.9966764,0.00001787559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008712026,0.00005498249,0.0001031615,0.00006772553,0.00002618613,0.00001127438,0.9971086,0.001347372,0.001193494],"genre_scores_gemma":[0.0002246515,0.00004749376,0.0003924769,0.00006847082,0.000006146873,0.00005192088,0.9982658,0.0003013213,0.0006416937],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8446087,"threshold_uncertainty_score":0.5198357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01708767307206114,"score_gpt":0.2335971948231368,"score_spread":0.2165095217510757,"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."}}