{"id":"W6924613492","doi":"10.15468/dl.munb3f","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Data set; Identification (biology)","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":[0.001047861,0.002147617,0.001678189,0.004757304,0.0009626921,0.002669225,0.003130933,0.002061684,0.1428284],"category_scores_gemma":[0.005549815,0.0009170163,0.001138036,0.009114455,0.0004616248,0.002337441,0.002661047,0.002103625,0.2133576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001713211,"about_ca_system_score_gemma":0.002350929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02000778,"about_ca_topic_score_gemma":0.03428212,"domain_scores_codex":[0.9990086,0.0001399473,0.0001223338,0.0003488226,0.000219757,0.0001606243],"domain_scores_gemma":[0.9979897,0.0005241868,0.0001845381,0.0005449547,0.0004915331,0.0002651],"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":[0.00003772459,0.00001249411,0.0003382465,0.0005769102,0.00001794494,0.00001657543,0.00002045265,0.0001405882,0.0001341611,0.0004432099,0.9968231,0.001438766],"study_design_scores_gemma":[0.0000844878,0.000007427857,0.001441113,0.0001725278,0.0000142287,0.00003501723,0.00005388183,0.0001634027,0.0002163156,0.000894358,0.9969007,0.00001658376],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004082413,0.00003042734,0.00004429132,0.00003356974,0.000009469594,0.000005613615,0.998727,0.0004510568,0.0006577243],"genre_scores_gemma":[0.0001506027,0.00003421255,0.0001791471,0.00004475779,0.000002681209,0.00003333529,0.9990022,0.0001546851,0.0003985008],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8571715,"threshold_uncertainty_score":0.4778087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0089153214616674,"score_gpt":0.2136767702076688,"score_spread":0.2047614487460014,"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."}}