{"id":"W4395352147","doi":"10.15468/dl.689g76","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Computer science; World Wide Web","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":[0.001117655,0.001943711,0.001662361,0.004741625,0.001036452,0.002747848,0.002888944,0.002117632,0.1722524],"category_scores_gemma":[0.006636559,0.0009803249,0.001150433,0.00978243,0.0004649949,0.002334132,0.002526656,0.002154027,0.226454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001715991,"about_ca_system_score_gemma":0.00246076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02222975,"about_ca_topic_score_gemma":0.03594041,"domain_scores_codex":[0.9988483,0.0001595388,0.0001529743,0.000393694,0.0002639982,0.000181462],"domain_scores_gemma":[0.9973323,0.000777029,0.000248714,0.0006586938,0.0006790071,0.0003042093],"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":[0.00002710224,0.00001040776,0.0003159447,0.0004880443,0.00001353811,0.0000132353,0.00002143055,0.0001110642,0.00009306935,0.0003629435,0.9973913,0.001151816],"study_design_scores_gemma":[0.00008099349,0.000007036974,0.001629907,0.0001811584,0.00001358259,0.00003273775,0.00006613586,0.0001512419,0.0001693036,0.0007600107,0.9968911,0.00001688966],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000327296,0.00002233816,0.00004161957,0.00003331004,0.00001004428,0.000005006173,0.9989543,0.0003324694,0.0005682337],"genre_scores_gemma":[0.0001510139,0.00003160173,0.000184433,0.00004495467,0.000003382586,0.000045244,0.9989415,0.0001577801,0.0004400515],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8277476,"threshold_uncertainty_score":0.5762417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996441822405556,"score_gpt":0.2168608301763518,"score_spread":0.1968964119522962,"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."}}