{"id":"W4396365223","doi":"10.15468/dl.g377dw","title":"Occurrence Download","year":2021,"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":[0.0008556817,0.002009128,0.001555823,0.00471319,0.0009653719,0.002580716,0.002914863,0.002144878,0.1529402],"category_scores_gemma":[0.005672137,0.0009728567,0.001264326,0.009786754,0.0004271216,0.002341651,0.002421467,0.002220887,0.2104041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001719737,"about_ca_system_score_gemma":0.00227681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01932837,"about_ca_topic_score_gemma":0.02950243,"domain_scores_codex":[0.9989659,0.0001381979,0.0001367375,0.0003663367,0.0002274237,0.000165492],"domain_scores_gemma":[0.9977393,0.0006271588,0.000200645,0.0006126938,0.0005656098,0.0002546536],"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":[0.00002918374,0.00001194,0.0003527029,0.0005013141,0.00001392975,0.00001393914,0.00001950297,0.0001356649,0.00009701277,0.0003444016,0.996904,0.001576387],"study_design_scores_gemma":[0.00008003281,0.000007887639,0.001759076,0.0001678327,0.0000129826,0.00003523672,0.00006467787,0.0002113635,0.0001936187,0.0007033986,0.9967486,0.00001549137],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004366984,0.00002586149,0.00004396243,0.00004015649,0.00001152179,0.000006033019,0.9988142,0.0004044742,0.000610219],"genre_scores_gemma":[0.0001648419,0.00003371462,0.0001895772,0.00004673197,0.000003344247,0.00004677567,0.99888,0.0001345572,0.0005005182],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8470597,"threshold_uncertainty_score":0.5116361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02021429888384592,"score_gpt":0.2181986141136432,"score_spread":0.1979843152297973,"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."}}