{"id":"W7078409695","doi":"10.15468/dl.ymp5cu","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; 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":[0.0008932384,0.0020278,0.001516568,0.005169312,0.0009209316,0.00241001,0.002843741,0.001995284,0.1237898],"category_scores_gemma":[0.005299411,0.0008698907,0.001149148,0.009517706,0.0004426166,0.002219929,0.002458627,0.001949039,0.1867819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001666982,"about_ca_system_score_gemma":0.002247723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02230219,"about_ca_topic_score_gemma":0.03701938,"domain_scores_codex":[0.9989702,0.0001330133,0.0001318595,0.000347767,0.00024332,0.0001740106],"domain_scores_gemma":[0.9978497,0.0005341045,0.0002058681,0.0005818004,0.0005549287,0.0002735426],"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":[0.00003228199,0.00001216158,0.0003615265,0.0004908603,0.00001529924,0.00001613974,0.00002088779,0.0001336814,0.0001217796,0.0003953326,0.9969981,0.001401986],"study_design_scores_gemma":[0.00007326373,0.000008183927,0.001852211,0.0001648362,0.00001344394,0.00004119784,0.00006079508,0.0001787126,0.000213087,0.0007555612,0.9966226,0.00001618689],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005278141,0.00003141627,0.00004446798,0.00003730354,0.00001157339,0.000005860496,0.9986595,0.0004635926,0.0006933933],"genre_scores_gemma":[0.000170044,0.00003195818,0.0001646868,0.00004314077,0.000003046682,0.00003240136,0.999036,0.0001299521,0.0003887427],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8762102,"threshold_uncertainty_score":0.4141182,"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."}}