{"id":"W4395948255","doi":"10.15468/dl.9qjhjt","title":"Occurrence Download","year":2020,"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":[0.001047459,0.001871039,0.001522415,0.005596672,0.0008644525,0.002313951,0.002619624,0.001909579,0.1714995],"category_scores_gemma":[0.006022754,0.0009057115,0.001144763,0.01044505,0.000428718,0.002279011,0.002522913,0.001857985,0.2128606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001660006,"about_ca_system_score_gemma":0.002484822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02329234,"about_ca_topic_score_gemma":0.03863146,"domain_scores_codex":[0.9988765,0.000145961,0.000152709,0.0003755908,0.0002563291,0.0001928818],"domain_scores_gemma":[0.9973316,0.0006839785,0.0002660035,0.0006455464,0.0007324981,0.0003403625],"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":[0.00002886877,0.000009167205,0.0003279581,0.0004936264,0.00001431567,0.00001260179,0.00001812795,0.0001117161,0.0001019912,0.0003424538,0.9972308,0.00130842],"study_design_scores_gemma":[0.00007437183,0.000008206982,0.00202395,0.0001871743,0.00001431621,0.00003317709,0.00006151422,0.0001383629,0.0001785662,0.0006985887,0.9965643,0.00001736986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003051885,0.00001996762,0.00003091542,0.00002811823,0.000009674161,0.000004594387,0.9991146,0.0002498118,0.0005117734],"genre_scores_gemma":[0.0001402418,0.00003060019,0.0001535481,0.00004279263,0.000003446135,0.00003703916,0.9990566,0.0001116865,0.0004240998],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8285005,"threshold_uncertainty_score":0.5737231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02244567428099237,"score_gpt":0.2158838858445054,"score_spread":0.1934382115635131,"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."}}