{"id":"W6943290822","doi":"10.15468/dl.y3ndbe","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); Alien; Range (aeronautics); State (computer science)","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":[0.0009604956,0.001929913,0.001561027,0.004932517,0.0009692014,0.002532077,0.00262053,0.002008581,0.1584962],"category_scores_gemma":[0.005859217,0.0008859944,0.001207947,0.009548638,0.0004391757,0.00226538,0.002573189,0.001935764,0.2256816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00152195,"about_ca_system_score_gemma":0.002248222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02015959,"about_ca_topic_score_gemma":0.03156589,"domain_scores_codex":[0.9990156,0.000135023,0.0001289512,0.0003439853,0.0002102511,0.0001662402],"domain_scores_gemma":[0.9975653,0.0006961643,0.0002248925,0.0006273419,0.0006058943,0.0002804146],"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":[0.00003009515,0.00001180073,0.0004023484,0.000601867,0.00001492863,0.00001566268,0.00002447112,0.0001319419,0.0001295126,0.0003628167,0.9967462,0.001528358],"study_design_scores_gemma":[0.00007376562,0.000009577536,0.00203987,0.0002175204,0.00001504334,0.00003769337,0.00008152109,0.0001598781,0.0001891509,0.0007136602,0.9964446,0.0000176376],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004388921,0.00002750918,0.00004178938,0.00003581897,0.00001297199,0.000005419638,0.9988802,0.0003586606,0.0005937352],"genre_scores_gemma":[0.0001599924,0.00003514511,0.0001880639,0.00004552198,0.000003754482,0.00004193397,0.998947,0.0001348372,0.0004438191],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8415038,"threshold_uncertainty_score":0.5302225,"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."}}