{"id":"W4395722120","doi":"10.15468/dl.c2hmyd","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Plant and Fungal Species Descriptions","field":"Biochemistry, Genetics and Molecular Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001291986,0.0002031414,0.0001507849,0.00004364369,0.0003465601,0.00007048636,0.0004609367,0.0002504061,0.02058812],"category_scores_gemma":[0.00007133264,0.0002245774,0.0001481976,0.0001454203,0.00009921051,0.00002521429,0.0005499197,0.0002102949,0.02019437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001306338,"about_ca_system_score_gemma":0.0001161493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001618689,"about_ca_topic_score_gemma":0.00002677635,"domain_scores_codex":[0.9989983,0.00005036253,0.0002273835,0.0002123616,0.0002879248,0.0002237067],"domain_scores_gemma":[0.9992281,0.000003392241,0.000159762,0.0004097924,0.00009497285,0.0001040177],"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":[0.0000746463,0.00003172917,0.0004726673,0.00003350183,0.0000357147,0.000001466191,0.000006478205,0.00000981075,0.000007719559,7.712193e-8,0.9990941,0.0002320867],"study_design_scores_gemma":[0.0002111447,0.00007718251,0.00005924684,4.168476e-7,0.00003188476,0.00001200703,0.00008130914,2.672772e-8,0.00001513135,1.781373e-7,0.9992694,0.0002420974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0009820537,0.00006252895,0.00000343241,0.00005414313,0.0006130642,0.0001868727,0.9978084,0.00002209027,0.000267426],"genre_scores_gemma":[0.00001645662,0.0002476495,7.319113e-7,0.0004960987,0.000003473285,0.000006849885,0.9992277,1.468959e-8,0.00000100947],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.001419327,"threshold_uncertainty_score":0.9805685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0129841437051842,"score_gpt":0.2045810217734184,"score_spread":0.1915968780682342,"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."}}