{"id":"W6886828071","doi":"10.15468/dl.b9tq2r","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Matching (statistics); Download; Range (aeronautics); Set (abstract data type)","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":[0.0008605148,0.002192621,0.001517819,0.004588568,0.001083634,0.002394534,0.002972697,0.002120617,0.1270278],"category_scores_gemma":[0.005647588,0.0008641478,0.001304473,0.00883692,0.0004634718,0.00227733,0.002541508,0.002080736,0.1872732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001680301,"about_ca_system_score_gemma":0.002452368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02639535,"about_ca_topic_score_gemma":0.04309275,"domain_scores_codex":[0.9989713,0.0001313757,0.0001329593,0.0003515807,0.0002465444,0.0001663299],"domain_scores_gemma":[0.997852,0.0005880137,0.0001790371,0.0005847396,0.0005506434,0.0002456524],"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":[0.00003042081,0.00001314129,0.0003450568,0.0004075334,0.00001270683,0.0000169249,0.00002125593,0.0001323065,0.0001002051,0.0003498805,0.997151,0.00141955],"study_design_scores_gemma":[0.00009145648,0.00001008974,0.001898936,0.0001715341,0.00001423681,0.00005170268,0.00008538,0.0002716563,0.0002289315,0.000894152,0.996263,0.00001886694],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006527466,0.0000338758,0.00006095291,0.00005286915,0.00001503677,0.000007128193,0.9983811,0.0006365884,0.000747262],"genre_scores_gemma":[0.00017578,0.00003192369,0.000219698,0.00004546605,0.000003384912,0.00003844963,0.9989164,0.0001454217,0.0004235278],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8729722,"threshold_uncertainty_score":0.4249504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0116959082794947,"score_gpt":0.2070852442648293,"score_spread":0.1953893359853346,"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."}}