{"id":"W4395733544","doi":"10.15468/dl.9j2yjs","title":"Occurrence Download","year":2021,"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":[0.0008017393,0.001916455,0.001545722,0.00454373,0.0009985246,0.002668009,0.002698041,0.002003379,0.1680208],"category_scores_gemma":[0.005496962,0.0009054241,0.001203457,0.00942408,0.0004014739,0.002575633,0.002525907,0.002038665,0.2408579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001763613,"about_ca_system_score_gemma":0.002354623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02572411,"about_ca_topic_score_gemma":0.04121147,"domain_scores_codex":[0.9990636,0.0001154173,0.0001168516,0.000331819,0.0002080532,0.0001643309],"domain_scores_gemma":[0.9978787,0.0005568942,0.0001810833,0.0005263535,0.0006165286,0.0002404508],"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":[0.00002619308,0.00001026256,0.0003628162,0.0004886912,0.00001270325,0.00001420761,0.0000214849,0.0001253983,0.00008962385,0.0003639383,0.9968569,0.001627723],"study_design_scores_gemma":[0.00006719023,0.000007208133,0.00159139,0.0001783165,0.00001167862,0.0000322732,0.0000742095,0.0001867022,0.0001647044,0.0007601064,0.9969102,0.00001608831],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004055408,0.00002757929,0.0000478627,0.0000384749,0.00001232981,0.000005558615,0.9986163,0.0004765324,0.0007346941],"genre_scores_gemma":[0.0001630137,0.00003711129,0.0002197933,0.00004768607,0.000003811919,0.00004101398,0.9987784,0.00017012,0.0005391029],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8319792,"threshold_uncertainty_score":0.5620856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02021429888384592,"score_gpt":0.2181986141136432,"score_spread":0.1979843152297973,"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."}}