{"id":"W6962129923","doi":"10.15468/dl.gdaqkq","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Matching (statistics); Range (aeronautics); Set (abstract data type); Identification (biology); Download","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":[0.000957526,0.002268813,0.001682174,0.004543656,0.001013383,0.00263774,0.003090406,0.002015202,0.1438681],"category_scores_gemma":[0.006127225,0.0009571011,0.001244862,0.009151531,0.0004665222,0.002373212,0.002652042,0.00200381,0.2019399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00174465,"about_ca_system_score_gemma":0.002581986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02412179,"about_ca_topic_score_gemma":0.04076504,"domain_scores_codex":[0.9989951,0.0001355647,0.0001373023,0.0003611268,0.0002163793,0.0001544808],"domain_scores_gemma":[0.9978395,0.0006070957,0.0002051945,0.0005419328,0.0005442526,0.0002620571],"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":[0.00004004602,0.0000129715,0.0004055479,0.0006326307,0.00001747642,0.00001761063,0.00002576362,0.0001511298,0.0001252303,0.0004552148,0.9965178,0.001598643],"study_design_scores_gemma":[0.00009084436,0.000009405531,0.001531127,0.0001891816,0.00001586399,0.00004138315,0.00006743542,0.000200111,0.0002046776,0.000929501,0.9967014,0.00001894764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004746703,0.00003242949,0.00005586512,0.00003571966,0.00001092112,0.000005878887,0.9985636,0.0005815033,0.0006667112],"genre_scores_gemma":[0.0001615514,0.00003927232,0.0002463462,0.0000469701,0.000002800542,0.00003755541,0.9988242,0.0001994877,0.0004418473],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8561319,"threshold_uncertainty_score":0.4812868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0089153214616674,"score_gpt":0.2136767702076688,"score_spread":0.2047614487460014,"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."}}