{"id":"W6887219371","doi":"10.15468/dl.uk9svr","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); The Internet","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":[0.001068382,0.002032639,0.001668671,0.004954686,0.001132022,0.002777897,0.0030627,0.002256918,0.1633375],"category_scores_gemma":[0.006334094,0.0009444525,0.001202681,0.008884787,0.0004707035,0.002476182,0.002736415,0.002122651,0.2362637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001635657,"about_ca_system_score_gemma":0.002466622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02019269,"about_ca_topic_score_gemma":0.03454204,"domain_scores_codex":[0.9989014,0.0001454679,0.000136162,0.0003847552,0.0002504414,0.0001818386],"domain_scores_gemma":[0.9974464,0.0007159723,0.000224055,0.0006988247,0.0006228331,0.0002919554],"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":[0.00002666621,0.00001127229,0.0003414064,0.0004877477,0.00001340405,0.00001563053,0.00002324551,0.000107702,0.0001171064,0.0003784447,0.9971258,0.001351613],"study_design_scores_gemma":[0.00006414404,0.00000781275,0.001608955,0.0001860951,0.00001391753,0.00004121833,0.00007196629,0.0001481848,0.0002115619,0.0008034065,0.9968243,0.00001848348],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004392103,0.00002960855,0.00005522514,0.00004130893,0.00001413261,0.000006043471,0.9986135,0.0004880561,0.0007082339],"genre_scores_gemma":[0.0001569986,0.00003250548,0.0002180676,0.00004740908,0.000003502435,0.00004474015,0.9988256,0.0001772515,0.0004938875],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8366625,"threshold_uncertainty_score":0.5464184,"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."}}