{"id":"W4396294354","doi":"10.15468/dl.j7u4ya","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":[0.001069927,0.001932363,0.001584838,0.004633856,0.0009833111,0.002603239,0.002900543,0.002027808,0.1756884],"category_scores_gemma":[0.006343936,0.0009723743,0.001150866,0.008946292,0.0004553487,0.002351466,0.002513163,0.002119681,0.2219435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001736265,"about_ca_system_score_gemma":0.00242988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.023175,"about_ca_topic_score_gemma":0.03714693,"domain_scores_codex":[0.9989556,0.0001424595,0.000133289,0.0003649879,0.0002389042,0.0001648025],"domain_scores_gemma":[0.9975193,0.0007387051,0.0002315595,0.0006075906,0.0006142013,0.000288642],"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":[0.00002605658,0.00001009982,0.0003211092,0.0004695677,0.00001360998,0.0000133757,0.00002172764,0.0001172339,0.00009211364,0.0003783023,0.9973586,0.001178149],"study_design_scores_gemma":[0.00007861742,0.000006657165,0.001655529,0.0001725507,0.00001341716,0.00003308994,0.0000635655,0.0001618089,0.000175304,0.0007904682,0.9968323,0.00001665674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003277811,0.00002110217,0.00004529552,0.00003306772,0.000009932489,0.00000488694,0.9988837,0.0003617069,0.0006075719],"genre_scores_gemma":[0.0001533763,0.00003087563,0.0001992647,0.00004616163,0.000003126693,0.00004267218,0.9988874,0.0001759089,0.0004612805],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8243116,"threshold_uncertainty_score":0.5877361,"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."}}