{"id":"W4396372812","doi":"10.15468/dl.jpk4d7","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Genomics and Phylogenetic Studies","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009490096,0.00204158,0.001677489,0.00453235,0.001123371,0.002984223,0.00319728,0.002056499,0.168454],"category_scores_gemma":[0.006153555,0.001048969,0.001208141,0.008759822,0.0004656736,0.002581253,0.003017282,0.00225944,0.2386356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001890657,"about_ca_system_score_gemma":0.002547849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02128703,"about_ca_topic_score_gemma":0.03700196,"domain_scores_codex":[0.9990762,0.0001164368,0.0001167248,0.0003300095,0.0002100671,0.0001504765],"domain_scores_gemma":[0.9978725,0.0005515966,0.0001659762,0.0005808834,0.0005798888,0.0002492195],"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":[0.00003381314,0.00001161214,0.0003387057,0.0005889037,0.0000150952,0.00001609378,0.00002446246,0.0001183122,0.0001180841,0.000495082,0.9965436,0.001696167],"study_design_scores_gemma":[0.00006889037,0.000005824135,0.001213488,0.0001829483,0.00001133253,0.00003319342,0.00005973392,0.0001484511,0.000188372,0.0008527558,0.9972204,0.00001467148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003453789,0.00002717765,0.00005821578,0.00003517606,0.00001035329,0.000006186376,0.9984784,0.0005652601,0.0007847227],"genre_scores_gemma":[0.0001522027,0.00004143208,0.0002720243,0.00005120938,0.000002985924,0.00004322581,0.9986947,0.0002301764,0.0005120203],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.831546,"threshold_uncertainty_score":0.5635348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395259126477966,"score_gpt":0.2195626639075202,"score_spread":0.2056100726427406,"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."}}