{"id":"W7082438463","doi":"10.15468/dl.y5h46u","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":"Download; Matching (statistics); Range (aeronautics); Data set; Key (lock)","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":[],"consensus_categories":[],"category_scores_codex":[0.0009068634,0.002137147,0.001574292,0.005090985,0.0009023087,0.002470352,0.002838629,0.002039696,0.1273448],"category_scores_gemma":[0.005627081,0.0008791927,0.001192441,0.009284819,0.000450808,0.002305208,0.002603276,0.00190178,0.1948572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001662889,"about_ca_system_score_gemma":0.002241083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02202835,"about_ca_topic_score_gemma":0.03569824,"domain_scores_codex":[0.9989479,0.0001369816,0.0001391683,0.0003536307,0.0002440897,0.0001781926],"domain_scores_gemma":[0.9977695,0.0005512915,0.0002116415,0.0006112722,0.0005812108,0.0002752245],"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":[0.00003266442,0.00001145819,0.00034372,0.0004831365,0.00001504966,0.00001573533,0.00001922872,0.0001286842,0.0001106042,0.0003649777,0.9971456,0.001329009],"study_design_scores_gemma":[0.00008413482,0.00000879956,0.001839265,0.0001758316,0.00001384241,0.00004171081,0.00006112685,0.000190471,0.0002163734,0.0007950171,0.9965566,0.00001680076],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004785138,0.00002926516,0.00004020519,0.00003638782,0.00001140655,0.000005743515,0.9987257,0.0004633617,0.0006400077],"genre_scores_gemma":[0.0001692799,0.00003131485,0.0001587866,0.00004513645,0.000003294256,0.00003302464,0.9990526,0.0001326164,0.0003739242],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1273448,"threshold_uncertainty_score":0.4260107,"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."}}