{"id":"W6943484941","doi":"10.15468/dl.zv8qnw","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":"Download; Matching (statistics); Range (aeronautics); Set (abstract data type); Confidentiality","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":[0.0009531343,0.002293457,0.001681608,0.004399465,0.001110649,0.002685895,0.003269797,0.002237046,0.1393814],"category_scores_gemma":[0.006092345,0.0009615174,0.001321642,0.008517599,0.0004778213,0.002511695,0.002635682,0.002308837,0.2121951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001721401,"about_ca_system_score_gemma":0.002554812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02502355,"about_ca_topic_score_gemma":0.04182263,"domain_scores_codex":[0.9990124,0.000133664,0.0001214409,0.0003516266,0.0002250939,0.0001558218],"domain_scores_gemma":[0.9978755,0.0005976259,0.0001761567,0.0005757771,0.0005167559,0.0002582601],"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":[0.00003237116,0.00001256608,0.0003296764,0.0004611821,0.00001459386,0.00001655094,0.00002166629,0.000141872,0.0001013235,0.0003891839,0.9971174,0.001361559],"study_design_scores_gemma":[0.00009252252,0.000008570087,0.001496438,0.0001752891,0.00001442945,0.00004336295,0.00007236721,0.0002604736,0.0002112274,0.001057247,0.9965488,0.0000192295],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005125229,0.00003360925,0.00006230897,0.00004717779,0.00001296005,0.000006674631,0.9983512,0.000699855,0.0007349502],"genre_scores_gemma":[0.0001603208,0.00003386942,0.000239228,0.00004759706,0.000003026384,0.00003834681,0.9988632,0.0001867179,0.0004277518],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8606186,"threshold_uncertainty_score":0.4662773,"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."}}