{"id":"W4395769182","doi":"10.15468/dl.99bp8u","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":[0.001043833,0.002075789,0.001661415,0.004606519,0.0009980476,0.00256065,0.002962191,0.002329545,0.145902],"category_scores_gemma":[0.00587265,0.0009618134,0.001202022,0.009451388,0.0004677695,0.00235444,0.002438516,0.00222034,0.2023799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00167399,"about_ca_system_score_gemma":0.002332536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02144419,"about_ca_topic_score_gemma":0.03606957,"domain_scores_codex":[0.9988951,0.0001545968,0.0001439081,0.000385172,0.0002446848,0.0001765056],"domain_scores_gemma":[0.9974873,0.0007066072,0.0002407577,0.0006531744,0.0006117232,0.0003004246],"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":[0.00003159881,0.00001346044,0.0003549576,0.0005060909,0.00001492777,0.00001544144,0.00002078028,0.0001360787,0.0001045398,0.0003646676,0.9972683,0.001169125],"study_design_scores_gemma":[0.0001012924,0.000008954697,0.00187829,0.0001865128,0.00001444882,0.00003737428,0.00006832346,0.0001847705,0.0001879258,0.0008131785,0.9965003,0.00001867168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003938158,0.00002276414,0.00003997742,0.00003596886,0.00001093538,0.00000525706,0.9989807,0.0003225914,0.0005424049],"genre_scores_gemma":[0.000147814,0.00002973445,0.0001738019,0.00004554331,0.000003283421,0.00004031851,0.9990262,0.000121567,0.0004118103],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.854098,"threshold_uncertainty_score":0.4880908,"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."}}