{"id":"W4396463475","doi":"10.15468/dl.h738kq","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Biochemical and Structural Characterization","field":"Biochemistry, Genetics and Molecular Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008732639,0.0002116809,0.0001508937,0.00002808769,0.0002167639,0.00005500138,0.0003837448,0.0003102507,0.01137826],"category_scores_gemma":[0.00007606921,0.0002154177,0.000123927,0.0001351194,0.00009204118,0.00002333731,0.0004925607,0.0001887248,0.005035303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008214918,"about_ca_system_score_gemma":0.00008089934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006894374,"about_ca_topic_score_gemma":0.000002675778,"domain_scores_codex":[0.9990117,0.00004699405,0.0002451258,0.0002353532,0.0002694277,0.0001914132],"domain_scores_gemma":[0.9992335,0.000002324057,0.00019666,0.0003573949,0.000112996,0.00009708545],"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":[0.00008940631,0.00001491697,0.0003028073,0.00006123232,0.00002328515,4.981056e-7,0.000004876709,0.000002920171,0.00007940479,2.212993e-8,0.9988009,0.0006197462],"study_design_scores_gemma":[0.0002062389,0.00006843552,0.00009325206,4.442986e-7,0.00002241146,0.000006981276,0.00002503857,2.653052e-8,0.0003308809,3.365527e-7,0.9990003,0.0002457122],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01005246,0.00002743639,0.00000255689,0.00007674909,0.000412601,0.0001763555,0.9892044,0.00001898732,0.0000284442],"genre_scores_gemma":[0.000125396,0.0001007837,6.95869e-7,0.000634825,0.000003765724,0.000005548945,0.9991287,1.707899e-8,2.9027e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.009927063,"threshold_uncertainty_score":0.9957394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00803384199831209,"score_gpt":0.2019340336335647,"score_spread":0.1939001916352526,"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."}}