{"id":"W4396349571","doi":"10.15468/dl.jmr44h","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":[0.0009523832,0.001981757,0.001555126,0.004148424,0.0009663459,0.002501931,0.002873077,0.002102297,0.1587152],"category_scores_gemma":[0.005677798,0.0009397191,0.001154931,0.008683409,0.00042482,0.002237338,0.002421659,0.002115133,0.2113206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001785318,"about_ca_system_score_gemma":0.002345463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0266197,"about_ca_topic_score_gemma":0.04100492,"domain_scores_codex":[0.9990657,0.0001228815,0.0001180474,0.0003213715,0.0002191841,0.00015296],"domain_scores_gemma":[0.9978242,0.0006279204,0.0002009146,0.0005413392,0.0005548266,0.0002509065],"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":[0.00002747025,0.00001074246,0.0003229089,0.0004449499,0.00001350717,0.0000143537,0.00002137792,0.0001200523,0.00009722817,0.0003769492,0.9973819,0.001168596],"study_design_scores_gemma":[0.00008502429,0.000006988983,0.001675416,0.0001671908,0.00001325028,0.00003455585,0.00006362326,0.0001960932,0.0001949446,0.0008290249,0.9967166,0.00001730524],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003723754,0.00002149271,0.00004758649,0.00003638107,0.000009890725,0.000005397779,0.9987833,0.0004314144,0.0006272761],"genre_scores_gemma":[0.0001713157,0.00002987999,0.0002144476,0.00004800294,0.000003178548,0.00004550127,0.9988487,0.0001843628,0.0004546176],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8412849,"threshold_uncertainty_score":0.5309551,"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."}}