{"id":"W4396276713","doi":"10.15468/dl.hfw3u6","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":[0.001068329,0.001929541,0.001640689,0.004814096,0.0009887984,0.002672908,0.002974741,0.002085391,0.1726239],"category_scores_gemma":[0.006333548,0.0009780877,0.001123859,0.009461617,0.0004658698,0.002344779,0.00253901,0.002127433,0.2213572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001784434,"about_ca_system_score_gemma":0.002568876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02501829,"about_ca_topic_score_gemma":0.04008649,"domain_scores_codex":[0.9989502,0.0001385078,0.0001375989,0.0003588727,0.0002442122,0.0001706312],"domain_scores_gemma":[0.9975231,0.0007126381,0.0002354879,0.0005956634,0.0006365765,0.0002965391],"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":[0.00002655053,0.00001022404,0.0003209933,0.0004871502,0.00001352193,0.00001417116,0.00002255008,0.0001158166,0.00009652501,0.0003930714,0.9973353,0.001164054],"study_design_scores_gemma":[0.00008142057,0.000006472433,0.001625286,0.0001783773,0.00001313466,0.00003221292,0.00006601114,0.0001536665,0.0001695731,0.0007637673,0.9968936,0.00001650439],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000313839,0.00002044448,0.00004131715,0.00003290482,0.000009347294,0.000004841143,0.9989274,0.0003401407,0.0005921573],"genre_scores_gemma":[0.0001491273,0.00003092346,0.0001869789,0.00004377123,0.000003065405,0.00004155318,0.9989446,0.000161713,0.0004382917],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8273761,"threshold_uncertainty_score":0.5774846,"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."}}