{"id":"W4395948322","doi":"10.15468/dl.978c6c","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":[0.0009479197,0.001924987,0.001537105,0.004395179,0.0009518163,0.002463149,0.002755399,0.002023913,0.1436672],"category_scores_gemma":[0.005547644,0.0008904206,0.001161685,0.009124123,0.0004169702,0.002194677,0.002393596,0.002065809,0.1971352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001680459,"about_ca_system_score_gemma":0.002250062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02496723,"about_ca_topic_score_gemma":0.03954337,"domain_scores_codex":[0.9990268,0.0001302201,0.0001218729,0.0003331905,0.0002300066,0.0001579887],"domain_scores_gemma":[0.9977816,0.0006314435,0.0002094694,0.0005600621,0.0005594044,0.0002581028],"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":[0.00002742039,0.00001088414,0.000359934,0.0004422183,0.0000136046,0.00001438318,0.00002325002,0.0001240229,0.0001003909,0.0003915066,0.9972147,0.001277515],"study_design_scores_gemma":[0.00007646541,0.000006837891,0.001874264,0.0001602257,0.00001290505,0.00003419829,0.00006507371,0.0001890861,0.0001824266,0.0007970748,0.996585,0.00001636478],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004203143,0.00002386721,0.0000490314,0.00003619847,0.0000102438,0.000005221309,0.9987385,0.0004444653,0.0006503905],"genre_scores_gemma":[0.0001691238,0.00003021702,0.0002005112,0.00004388785,0.000003153861,0.00004195903,0.9989234,0.0001669122,0.0004208723],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8563328,"threshold_uncertainty_score":0.4806147,"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."}}