{"id":"W6887006039","doi":"10.15468/dl.anrqth","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Plant Ecology and Taxonomy Studies","field":"Agricultural and Biological Sciences","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000137192,0.0001950033,0.0002352208,0.00001346813,0.0004652994,0.00006158668,0.0004087113,0.0003247623,0.00141053],"category_scores_gemma":[0.0001116302,0.00008817062,0.0001139833,0.0002516939,0.0001158274,0.0003368508,0.0003375473,0.0001921361,0.02004472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009824822,"about_ca_system_score_gemma":0.00003059559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00046671,"about_ca_topic_score_gemma":0.0003935517,"domain_scores_codex":[0.9991515,0.0000485089,0.0002317862,0.0001790013,0.0001578746,0.0002313039],"domain_scores_gemma":[0.9994946,0.00007016993,0.0001665866,0.00008141556,0.0001211876,0.00006609896],"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":[0.00002995723,0.00002619242,0.003826667,0.00003183517,0.00003175784,0.000001286173,0.00000253383,5.121948e-7,8.983515e-8,7.249519e-8,0.9924331,0.003616029],"study_design_scores_gemma":[0.00008095075,0.0000334987,0.001707662,0.000001924771,0.00003450701,0.000001651654,0.00007206428,1.585946e-8,0.000001323021,7.306243e-7,0.9978952,0.0001704632],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001942598,0.00003063175,7.606778e-8,0.0004567862,0.0003667806,0.0002106934,0.9964997,0.00005808947,0.0004347004],"genre_scores_gemma":[0.00004096936,0.0001277736,1.607751e-7,0.0007725141,0.000001827884,0.000005166062,0.9990512,1.850141e-10,4.18127e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01863419,"threshold_uncertainty_score":0.9995023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0165766438846222,"score_gpt":0.192985322539306,"score_spread":0.1764086786546838,"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."}}