{"id":"W7105920764","doi":"10.15468/dl.tzyt3e","title":"Occurrence Download","year":2025,"lang":"","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Backbone network","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":["insufficient_payload"],"category_scores_codex":[0.0007364401,0.002140869,0.001815107,0.006001991,0.00137528,0.003934544,0.00272835,0.002320676,0.3259681],"category_scores_gemma":[0.006080893,0.0008288733,0.001464749,0.009522148,0.0003607198,0.004195262,0.00335997,0.002069275,0.4020325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001700669,"about_ca_system_score_gemma":0.002082027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02094584,"about_ca_topic_score_gemma":0.03969082,"domain_scores_codex":[0.9988725,0.0001349132,0.0001503689,0.0003926847,0.0002566617,0.0001929759],"domain_scores_gemma":[0.9977791,0.0005595367,0.0001742258,0.0005285085,0.0006457606,0.0003128748],"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":[0.00003762221,0.00001094751,0.0002683424,0.0004275732,0.00000927046,0.00002182479,0.00002128172,0.00009077573,0.00007318723,0.0004611166,0.9958296,0.002748488],"study_design_scores_gemma":[0.00004303354,0.000008622383,0.0009299284,0.0001367675,0.000009215457,0.0000442707,0.00007217712,0.0002275921,0.0001043436,0.001086451,0.9973229,0.00001474382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008827784,0.00009505785,0.0001533444,0.0001175066,0.00004420196,0.00001434424,0.993458,0.00199147,0.004037733],"genre_scores_gemma":[0.000405474,0.0001041842,0.0005233014,0.0001424515,0.00001535576,0.00005275276,0.9958897,0.0005635584,0.002303175],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.674032,"threshold_uncertainty_score":0.9614248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434536157882973,"score_gpt":0.2311093459842124,"score_spread":0.2167639844053826,"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."}}