{"id":"W4396057241","doi":"10.15468/dl.fwsvh9","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":[0.0008509503,0.00190245,0.001454059,0.004417036,0.0008294403,0.002339676,0.00251299,0.001919034,0.1734885],"category_scores_gemma":[0.005437104,0.0008622211,0.00110575,0.009125185,0.000390126,0.002068101,0.002427573,0.001790967,0.2188769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001705293,"about_ca_system_score_gemma":0.00231626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02991096,"about_ca_topic_score_gemma":0.05178519,"domain_scores_codex":[0.9991198,0.0001140876,0.0001146622,0.0002981267,0.0001987193,0.0001545993],"domain_scores_gemma":[0.9978219,0.0005830087,0.0002026754,0.0005227968,0.0005836916,0.0002858847],"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":[0.00002783018,0.000008998034,0.0003483526,0.0005060164,0.00001429694,0.0000135305,0.00001928128,0.000125036,0.00009753968,0.0003222303,0.9972222,0.001294815],"study_design_scores_gemma":[0.00008948589,0.000007888621,0.0020058,0.0001953741,0.00001417967,0.00003111527,0.00006215234,0.0001673391,0.0001842516,0.0007491997,0.9964764,0.00001691097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003276621,0.00002080562,0.00003146919,0.00002821816,0.000008882567,0.000004839391,0.9990261,0.0003099462,0.0005369714],"genre_scores_gemma":[0.0001655706,0.0000333201,0.0001675741,0.00004621539,0.000003445694,0.00003942328,0.9989661,0.0001372982,0.0004410809],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8265115,"threshold_uncertainty_score":0.5803769,"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."}}