{"id":"W7106251866","doi":"10.15468/dl.g7899w","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); 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":[0.0009946981,0.001690996,0.001431564,0.005077319,0.0009272948,0.002408388,0.002524891,0.001647229,0.1769294],"category_scores_gemma":[0.005539442,0.0008240043,0.001036847,0.01040046,0.0004022432,0.002159692,0.002413532,0.001816328,0.2225665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001665642,"about_ca_system_score_gemma":0.002709704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03323422,"about_ca_topic_score_gemma":0.05579184,"domain_scores_codex":[0.9990089,0.0001265339,0.0001154938,0.0003280431,0.0002416385,0.0001793374],"domain_scores_gemma":[0.9974854,0.0006196058,0.0002396986,0.0006473957,0.0006957887,0.0003120793],"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":[0.00002369031,0.000008677757,0.0003582415,0.0003746657,0.00001245794,0.00001130134,0.00002018815,0.0001105922,0.00009227259,0.0003766045,0.9972378,0.001373548],"study_design_scores_gemma":[0.00005488575,0.000006472943,0.002006704,0.0001625224,0.00001178514,0.0000266592,0.00007023777,0.0001314159,0.0001806621,0.0008049833,0.9965273,0.00001648604],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003313641,0.00001775679,0.00003849992,0.00002794826,0.000009381874,0.00000436659,0.9988846,0.0003318488,0.0006525258],"genre_scores_gemma":[0.0001551754,0.000024811,0.0001799299,0.00003852148,0.000003148528,0.000032369,0.998901,0.0001453281,0.0005197421],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8230706,"threshold_uncertainty_score":0.5918877,"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."}}