{"id":"W4396080922","doi":"10.15468/dl.fhww9g","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; Internet privacy; 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":[0.001050994,0.001894678,0.001526705,0.004720367,0.0009759501,0.002570165,0.002780007,0.002062824,0.161986],"category_scores_gemma":[0.006126996,0.0009492148,0.001110133,0.009496674,0.0004482793,0.002180334,0.00238129,0.002081373,0.211236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001666701,"about_ca_system_score_gemma":0.002300611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02331331,"about_ca_topic_score_gemma":0.0379554,"domain_scores_codex":[0.998943,0.0001447737,0.000136316,0.0003666694,0.0002402818,0.0001688742],"domain_scores_gemma":[0.9974975,0.000752457,0.000242902,0.0006134947,0.0006037662,0.0002898663],"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":[0.000026828,0.00001097162,0.0003698601,0.0004399121,0.0000136692,0.00001415883,0.00002159897,0.0001207051,0.00009253114,0.0003587663,0.99735,0.001180903],"study_design_scores_gemma":[0.00008848069,0.000007605296,0.002036612,0.0001779858,0.00001425866,0.0000367272,0.00007214549,0.0001895509,0.000179552,0.0007807437,0.9963992,0.00001714825],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003692167,0.00002083873,0.00004004845,0.00003286463,0.00000955664,0.000004725865,0.9989753,0.0003173229,0.0005625103],"genre_scores_gemma":[0.0001656681,0.00002833073,0.000187342,0.00004177435,0.000003349581,0.00004227801,0.9989649,0.0001440261,0.0004223768],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.838014,"threshold_uncertainty_score":0.5418971,"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."}}