{"id":"W6961739209","doi":"10.15468/dl.p8tzmx","title":"Occurrence Download","year":2020,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Soybean genetics and cultivation","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Extant taxon; Listing (finance); Matching (statistics); Systematics; Barcode","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":["insufficient_payload"],"category_scores_codex":[0.001093705,0.002197514,0.001905629,0.006470104,0.001345477,0.004186432,0.003156422,0.001932795,0.3556155],"category_scores_gemma":[0.0075909,0.001152018,0.001602898,0.01203607,0.0004594905,0.004099045,0.004221922,0.001899479,0.4787844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001887725,"about_ca_system_score_gemma":0.002549849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03002261,"about_ca_topic_score_gemma":0.04479431,"domain_scores_codex":[0.9988045,0.0001300185,0.0001396222,0.0004152523,0.000277494,0.000233016],"domain_scores_gemma":[0.9968465,0.0007198111,0.0002344948,0.0008405611,0.0009944662,0.0003641638],"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":[0.00002463934,0.000006642082,0.0002827322,0.0004546319,0.00001125486,0.00001257751,0.00002514134,0.00006150715,0.00006446939,0.0003147135,0.9962854,0.002456194],"study_design_scores_gemma":[0.0000336072,0.000005758854,0.00111662,0.000181071,0.000009339905,0.00002453719,0.00007487422,0.00008817804,0.0001144139,0.0006584729,0.9976792,0.00001389348],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000032509,0.00002902481,0.00006803755,0.0000491491,0.00002061865,0.000008109721,0.9970932,0.001107984,0.001591475],"genre_scores_gemma":[0.0001836032,0.00005626153,0.0003825051,0.00009442723,0.000007404454,0.00005760749,0.9970689,0.0007120977,0.001437189],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6443845,"threshold_uncertainty_score":0.9191362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02153071841346729,"score_gpt":0.1980862238486715,"score_spread":0.1765555054352042,"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."}}