{"id":"W6887294839","doi":"10.15468/dl.z56k4p","title":"Occurrence Download","year":2022,"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); 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":[0.001144265,0.00196672,0.001693562,0.005352103,0.001058954,0.002892051,0.003024368,0.002015891,0.1798705],"category_scores_gemma":[0.00672362,0.00101219,0.001177313,0.01042902,0.0004639916,0.002480228,0.002742723,0.002092022,0.238016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001614201,"about_ca_system_score_gemma":0.002453432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02070011,"about_ca_topic_score_gemma":0.03416291,"domain_scores_codex":[0.9988542,0.0001560715,0.0001543392,0.0003974391,0.0002539525,0.0001840402],"domain_scores_gemma":[0.9972849,0.0008021647,0.000253641,0.0006997979,0.0006510966,0.0003084435],"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":[0.00002752055,0.00000969,0.0003246174,0.0005474183,0.00001475659,0.00001437002,0.00002394493,0.0001063749,0.0001076501,0.0003974996,0.9971406,0.001285602],"study_design_scores_gemma":[0.00006703077,0.000006721099,0.001558081,0.0001932169,0.00001433629,0.00003551571,0.00006871276,0.0001222888,0.0001689741,0.000752049,0.9969962,0.00001691637],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003249936,0.00002391905,0.00004621523,0.00003236945,0.00001102508,0.000004820102,0.9988777,0.000350884,0.0006205721],"genre_scores_gemma":[0.000140345,0.00003272973,0.0001939125,0.00004276675,0.000003278754,0.00004111587,0.9989153,0.0001710424,0.0004595071],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8201295,"threshold_uncertainty_score":0.6017268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850871640220096,"score_gpt":0.2277224731265546,"score_spread":0.2092137567243537,"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."}}