{"id":"W4396006388","doi":"10.15468/dl.fkcet6","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":[0.0009930567,0.00203587,0.001615056,0.004399842,0.0009791012,0.002553303,0.002868125,0.002134537,0.161557],"category_scores_gemma":[0.00624549,0.0009661402,0.001172918,0.00925797,0.0004519178,0.002300038,0.002492205,0.002163056,0.2146962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001800587,"about_ca_system_score_gemma":0.002377173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02508759,"about_ca_topic_score_gemma":0.0382946,"domain_scores_codex":[0.9989896,0.0001353706,0.0001279778,0.0003493626,0.0002345525,0.0001630009],"domain_scores_gemma":[0.9976473,0.0006866397,0.0002187069,0.0005874127,0.0005927553,0.0002672012],"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":[0.00002774721,0.00001065842,0.000322747,0.000455798,0.0000135322,0.00001368483,0.00002188261,0.0001364799,0.00009485948,0.000384239,0.9972906,0.001227769],"study_design_scores_gemma":[0.00008922993,0.000007643249,0.001721606,0.0001759116,0.00001377166,0.0000351375,0.00006951156,0.0002106301,0.0001945624,0.0008741574,0.9965899,0.00001794413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003759186,0.00002280696,0.0000486376,0.00003625601,0.00001052497,0.000005324084,0.9987978,0.0004421505,0.000598964],"genre_scores_gemma":[0.0001641911,0.00002966388,0.0002056637,0.00004529086,0.000003074847,0.00004308548,0.9988999,0.0001788869,0.0004301228],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.838443,"threshold_uncertainty_score":0.5404621,"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."}}