{"id":"W4395846975","doi":"10.15468/dl.cefaaf","title":"Occurrence Download","year":2023,"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":[0.0009955377,0.002033051,0.001710604,0.005137963,0.001012467,0.002662052,0.002973483,0.002150445,0.1494016],"category_scores_gemma":[0.005883776,0.0009490195,0.001194084,0.01094348,0.0004754344,0.002233276,0.002537786,0.002100324,0.1990313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001879498,"about_ca_system_score_gemma":0.002703231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02857734,"about_ca_topic_score_gemma":0.04685127,"domain_scores_codex":[0.9989213,0.0001365879,0.0001425892,0.0003652137,0.0002521164,0.0001823269],"domain_scores_gemma":[0.9976531,0.0006281461,0.0002355804,0.000585733,0.0006050494,0.0002925254],"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":[0.00002924334,0.00001014548,0.0003317055,0.0005390425,0.00001561808,0.00001511371,0.00002205714,0.0001259385,0.000105327,0.0003874167,0.9971772,0.001241161],"study_design_scores_gemma":[0.00008575808,0.000007131913,0.001767677,0.0001857957,0.00001497679,0.00003636545,0.00006316666,0.0001520981,0.000187386,0.0007343733,0.9967477,0.00001747908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003275095,0.00002446097,0.00003541921,0.00003041858,0.000009161928,0.0000046095,0.9990225,0.0003183312,0.0005224602],"genre_scores_gemma":[0.0001469811,0.00003304268,0.0001645647,0.0000421251,0.00000299096,0.00003715163,0.9990615,0.0001317891,0.0003797644],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8505984,"threshold_uncertainty_score":0.4997981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484850230871555,"score_gpt":0.2268166199254699,"score_spread":0.2019681176167544,"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."}}