{"id":"W7082357963","doi":"10.15468/dl.6zw3fz","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Education, Psychology, and Social Research","field":"Social 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000969514,0.002110346,0.001517726,0.004633882,0.001013884,0.002376146,0.002968992,0.002172981,0.1101309],"category_scores_gemma":[0.005207651,0.0008482149,0.001237195,0.008443203,0.0004817912,0.002078576,0.002363616,0.002075177,0.1677365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001624853,"about_ca_system_score_gemma":0.002175265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02229139,"about_ca_topic_score_gemma":0.0407848,"domain_scores_codex":[0.9989736,0.0001481114,0.0001282904,0.0003532904,0.0002300067,0.0001668208],"domain_scores_gemma":[0.9979252,0.0005334725,0.0002032971,0.0005691004,0.0005107709,0.0002580592],"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":[0.0000343635,0.00001413927,0.0004320981,0.0005091312,0.00001704168,0.00001627396,0.00002126167,0.0001385827,0.0001188403,0.0003542115,0.9969903,0.001353753],"study_design_scores_gemma":[0.0001024873,0.00001082498,0.002353047,0.0001807319,0.00001731525,0.00004688683,0.00007286701,0.0002114413,0.0002227322,0.0008284366,0.9959341,0.00001913552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000614788,0.0000335586,0.00004399482,0.00003931552,0.00001273608,0.000006404692,0.9988031,0.0004050373,0.0005943265],"genre_scores_gemma":[0.0001757657,0.00003090873,0.0001743369,0.00004314268,0.0000033672,0.00003803419,0.9990448,0.0001061498,0.0003834855],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8898691,"threshold_uncertainty_score":0.3684246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0393753416054879,"score_gpt":0.3640342145328341,"score_spread":0.3246588729273462,"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."}}