{"id":"W6924188673","doi":"10.15468/dl.2axqjx","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":"Matching (statistics); Range (aeronautics); Set (abstract data type); Identification (biology); Download","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":[0.0009696429,0.002338063,0.001666129,0.004463891,0.00101539,0.002623707,0.003143785,0.001972645,0.1414382],"category_scores_gemma":[0.006035252,0.0009505434,0.001249976,0.008875636,0.0004610135,0.002394263,0.00261769,0.002046961,0.2012671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001722748,"about_ca_system_score_gemma":0.002551383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02376628,"about_ca_topic_score_gemma":0.04030146,"domain_scores_codex":[0.9989712,0.0001401837,0.0001361702,0.0003652701,0.0002309383,0.0001562638],"domain_scores_gemma":[0.9978579,0.0005955807,0.0001965162,0.0005516996,0.0005387777,0.0002596231],"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":[0.00003809723,0.00001344744,0.0003824492,0.0005522416,0.00001613692,0.00001759935,0.0000245109,0.0001528499,0.0001241744,0.0004656314,0.9966189,0.001593975],"study_design_scores_gemma":[0.00008337186,0.00000895077,0.00142995,0.0001669481,0.00001437407,0.00004232029,0.00006400859,0.0002162949,0.000216369,0.0009487452,0.9967902,0.00001843247],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005172548,0.00003291018,0.00006460914,0.00003791166,0.0000115079,0.000006142836,0.9983765,0.0006745363,0.0007441301],"genre_scores_gemma":[0.0001597667,0.00003662473,0.000257942,0.00004465401,0.000002753716,0.00003487169,0.9988066,0.0002112276,0.000445567],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8585618,"threshold_uncertainty_score":0.4731579,"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."}}