{"id":"W6943321112","doi":"10.15468/dl.upv6rj","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":"Download; Matching (statistics); Range (aeronautics); Set (abstract data type); Data set","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":[0.001036035,0.001873338,0.001660243,0.005350288,0.0009569628,0.002512669,0.002769497,0.002001028,0.1608698],"category_scores_gemma":[0.006449596,0.0009059241,0.00118512,0.01058599,0.0004507876,0.00221776,0.002494951,0.001937467,0.2104503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001548131,"about_ca_system_score_gemma":0.002337424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02041993,"about_ca_topic_score_gemma":0.0331625,"domain_scores_codex":[0.9989181,0.0001504851,0.0001482781,0.0003662388,0.0002384018,0.0001785437],"domain_scores_gemma":[0.9973347,0.0007718871,0.0002575855,0.0006636369,0.0006731511,0.0002990431],"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":[0.00003211915,0.00001150609,0.0004100196,0.0006245155,0.0000168304,0.00001526838,0.00002327508,0.000131949,0.0001227341,0.000382846,0.9967732,0.001455612],"study_design_scores_gemma":[0.00008201229,0.00000886211,0.002053336,0.0002152415,0.0000160272,0.00003599084,0.00007023224,0.0001386783,0.0001809893,0.0007652453,0.9964154,0.00001795718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003751167,0.00002589378,0.00003556448,0.00003093531,0.000009983047,0.000004842777,0.9990616,0.0002790984,0.0005145438],"genre_scores_gemma":[0.0001575777,0.00003404543,0.0001704601,0.0000417255,0.000003498304,0.00004191715,0.9990166,0.0001202988,0.0004138631],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8391302,"threshold_uncertainty_score":0.5381629,"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."}}