{"id":"W6887088976","doi":"10.15468/dl.lwyflm","title":"Occurrence Download","year":2020,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Software; Process (computing); Confidentiality","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":[0.001025241,0.001892096,0.001523837,0.005454143,0.0008419642,0.002428076,0.002720552,0.001953859,0.1555894],"category_scores_gemma":[0.00563948,0.0009008521,0.00107545,0.01109279,0.000448961,0.002311342,0.002365441,0.001835554,0.2043421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001720395,"about_ca_system_score_gemma":0.002373604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02360785,"about_ca_topic_score_gemma":0.03393936,"domain_scores_codex":[0.9990138,0.0001265845,0.0001369982,0.0003301387,0.0002229493,0.0001695287],"domain_scores_gemma":[0.9976209,0.0006486604,0.0002520751,0.0005937954,0.000589666,0.0002949373],"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":[0.00003081741,0.00001092522,0.0003868054,0.0005447802,0.00001499248,0.00001453883,0.00002253528,0.0001499906,0.0001118995,0.00038898,0.9968327,0.001491115],"study_design_scores_gemma":[0.00007132864,0.00000803822,0.002065594,0.0001870034,0.0000137685,0.00003385679,0.0000697686,0.0001590672,0.0001747119,0.0006678893,0.9965322,0.00001679282],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000034301,0.00002260083,0.00003180894,0.0000290699,0.000009680579,0.000004109756,0.9991081,0.0002534795,0.0005068093],"genre_scores_gemma":[0.0001520361,0.00003144587,0.0001457973,0.0000362062,0.0000030813,0.00003301016,0.9990716,0.0001030894,0.0004236895],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8444106,"threshold_uncertainty_score":0.5204984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02101450523743655,"score_gpt":0.226568981422551,"score_spread":0.2055544761851144,"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."}}