{"id":"W6887054899","doi":"10.15468/dl.n7jveq","title":"Occurrence Download","year":2025,"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); R package","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":[0.001037125,0.001893218,0.001640467,0.005414773,0.000996142,0.002580834,0.002858559,0.001996712,0.1596549],"category_scores_gemma":[0.006369839,0.0009105578,0.001205089,0.01042776,0.0004451367,0.002211205,0.002549235,0.001945581,0.211316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001566407,"about_ca_system_score_gemma":0.002463414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02202973,"about_ca_topic_score_gemma":0.03546275,"domain_scores_codex":[0.9988932,0.0001450213,0.0001492309,0.0003878851,0.0002423113,0.0001823863],"domain_scores_gemma":[0.9974703,0.0007227203,0.0002492528,0.0006404669,0.0006220368,0.0002953789],"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":[0.00003020927,0.00001055658,0.0003814109,0.0006122105,0.00001696231,0.00001564043,0.00002426265,0.0001222614,0.0001244297,0.0004030385,0.9968335,0.00142557],"study_design_scores_gemma":[0.00007207848,0.00000773933,0.001872547,0.0002105806,0.0000164017,0.00003864468,0.0000673929,0.0001278824,0.0001876317,0.00076098,0.9966203,0.00001784226],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003618108,0.000027413,0.00003956792,0.00003094399,0.00001064469,0.000004754133,0.9989777,0.0003127218,0.0005601539],"genre_scores_gemma":[0.0001515762,0.000033694,0.000173162,0.00004297147,0.000003193635,0.00003762291,0.9990234,0.0001293518,0.0004049109],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8403451,"threshold_uncertainty_score":0.5340989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01437393559742932,"score_gpt":0.2320798631925623,"score_spread":0.217705927595133,"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."}}