{"id":"W4396375757","doi":"10.15468/dl.g9px95","title":"Occurrence Download","year":2022,"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":[0.001027827,0.001920901,0.001561568,0.004606361,0.0009908845,0.002582241,0.002834047,0.001966147,0.1798508],"category_scores_gemma":[0.006052026,0.0009641456,0.001124363,0.009137757,0.0004370354,0.002321203,0.002497667,0.002099104,0.2300057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001710013,"about_ca_system_score_gemma":0.002358814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02372685,"about_ca_topic_score_gemma":0.03867998,"domain_scores_codex":[0.9989756,0.0001359646,0.0001282389,0.0003575243,0.0002372049,0.0001654478],"domain_scores_gemma":[0.9975933,0.0006895055,0.000221407,0.0005982214,0.000616501,0.0002810206],"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":[0.00002415198,0.000009657731,0.0003093064,0.0004265331,0.00001287542,0.00001307524,0.00002067399,0.000107366,0.00008955742,0.0003682644,0.9974594,0.001159143],"study_design_scores_gemma":[0.0000693279,0.000005965389,0.001639817,0.0001586186,0.00001224392,0.00003133439,0.00006316063,0.0001455849,0.0001672324,0.0007279394,0.9969634,0.00001535726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003254622,0.00002024326,0.0000434445,0.00003384498,0.000009925005,0.000004688097,0.9988499,0.0003521044,0.0006532689],"genre_scores_gemma":[0.0001488981,0.00002962933,0.0001876024,0.00004402154,0.000003216315,0.00003985284,0.99892,0.000169576,0.0004573296],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8201492,"threshold_uncertainty_score":0.601661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996441822405556,"score_gpt":0.2168608301763518,"score_spread":0.1968964119522962,"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."}}