{"id":"W7079990090","doi":"10.15468/dl.zmudrt","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":[0.0008815091,0.002093734,0.001520646,0.005174609,0.0009278993,0.00238046,0.002827532,0.002012565,0.1226035],"category_scores_gemma":[0.005174173,0.0008676672,0.001152918,0.009573432,0.0004421557,0.002195674,0.002428286,0.001944969,0.181317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001686946,"about_ca_system_score_gemma":0.002292997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02250651,"about_ca_topic_score_gemma":0.03715806,"domain_scores_codex":[0.9989785,0.0001325974,0.0001348396,0.0003425877,0.000237372,0.0001742585],"domain_scores_gemma":[0.9978976,0.0005258821,0.0002023725,0.0005680767,0.0005408805,0.0002651246],"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":[0.00003222526,0.00001224314,0.0003471395,0.000491126,0.00001499074,0.00001676804,0.00002074315,0.0001347872,0.0001234226,0.0004004782,0.997018,0.001387956],"study_design_scores_gemma":[0.00007588676,0.000007899674,0.001771572,0.0001593069,0.00001312639,0.0000408824,0.00005894565,0.0001733124,0.000214374,0.000743127,0.9967254,0.00001613603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005038319,0.00002982038,0.00004431282,0.000036463,0.00001104738,0.000005971975,0.9986849,0.0004543582,0.0006827288],"genre_scores_gemma":[0.0001646055,0.00003174142,0.0001688056,0.00004299273,0.000002966501,0.00003285552,0.9990383,0.0001290417,0.0003887288],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8773965,"threshold_uncertainty_score":0.4101497,"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."}}