{"id":"W4396189772","doi":"10.15468/dl.dvh9d5","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":[0.0009460137,0.001985387,0.001510186,0.004230816,0.0009640386,0.002522741,0.002798853,0.002052582,0.1493188],"category_scores_gemma":[0.00540242,0.0009129838,0.001160707,0.008979282,0.0004162409,0.002209467,0.002389849,0.002120039,0.2080415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00168905,"about_ca_system_score_gemma":0.002239111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02637496,"about_ca_topic_score_gemma":0.04133109,"domain_scores_codex":[0.9990428,0.0001275129,0.0001140514,0.0003244055,0.0002337127,0.0001575115],"domain_scores_gemma":[0.9978172,0.0006132146,0.0002014082,0.0005603855,0.0005448771,0.0002629319],"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":[0.00002496755,0.00001087638,0.0003309533,0.0003791933,0.00001269791,0.00001352607,0.00002150743,0.0001186114,0.00009036291,0.0003786025,0.9974535,0.001165155],"study_design_scores_gemma":[0.0000768082,0.000006587468,0.00180475,0.0001461637,0.00001181596,0.00003277272,0.00006344142,0.0001989493,0.0001823681,0.0008244123,0.9966357,0.00001632093],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000419843,0.00002188378,0.00005097946,0.00003745728,0.00001055724,0.000005281861,0.9986733,0.0004728573,0.0006856502],"genre_scores_gemma":[0.0001677703,0.00002802643,0.000196331,0.00004430698,0.000003194264,0.0000412417,0.998885,0.0001877233,0.0004464014],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8506812,"threshold_uncertainty_score":0.4995211,"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."}}