{"id":"W6924442370","doi":"10.15468/dl.p2se9r","title":"Occurrence Download","year":2023,"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)","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":[0.001031887,0.001891064,0.001595396,0.005998442,0.0009744053,0.002597866,0.00272118,0.001877377,0.1963015],"category_scores_gemma":[0.006502033,0.0009258077,0.001168243,0.0111685,0.0004236702,0.002535191,0.002947026,0.001964538,0.2725021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001595003,"about_ca_system_score_gemma":0.002597925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02188833,"about_ca_topic_score_gemma":0.03906929,"domain_scores_codex":[0.9988193,0.0001487565,0.000151173,0.0004033229,0.0002831976,0.0001942068],"domain_scores_gemma":[0.9969868,0.0007676265,0.0002745621,0.0007690212,0.0008459747,0.0003560236],"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":[0.00002494419,0.000008028685,0.0002795327,0.0004854896,0.000012791,0.00001136135,0.0000202001,0.00008301263,0.0001067166,0.0003500798,0.9971498,0.001468014],"study_design_scores_gemma":[0.00004959004,0.000005852589,0.001460041,0.0001694152,0.00001197887,0.00002724152,0.00005724694,0.00008713338,0.0001701477,0.0006821749,0.9972636,0.00001566993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002903571,0.00002277316,0.00004303334,0.00002945624,0.00001069875,0.000004913004,0.9988108,0.0003506847,0.0006987097],"genre_scores_gemma":[0.0001405387,0.00003609352,0.0002138115,0.00004620246,0.000003852433,0.00004183652,0.9987578,0.0001914087,0.0005684463],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8036984,"threshold_uncertainty_score":0.6566941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02365312271414112,"score_gpt":0.2392044605254057,"score_spread":0.2155513378112646,"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."}}