{"id":"W6924932722","doi":"10.15468/dl.xapzpf","title":"Occurrence Download","year":2025,"lang":"en","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); The Internet","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":[0.0009624413,0.001854077,0.001523108,0.005065326,0.0009524054,0.002370134,0.002804808,0.001985925,0.1445626],"category_scores_gemma":[0.005810909,0.0008776208,0.001155211,0.01005279,0.0004457231,0.002244634,0.002479386,0.00190431,0.2011185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001609959,"about_ca_system_score_gemma":0.002391445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02407745,"about_ca_topic_score_gemma":0.04085345,"domain_scores_codex":[0.9989455,0.0001411007,0.0001387779,0.0003534994,0.00024552,0.0001755812],"domain_scores_gemma":[0.9975712,0.0006538451,0.0002342369,0.0006380774,0.0006138909,0.0002888021],"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":[0.00002753074,0.00001094406,0.0003926599,0.0005017711,0.00001531174,0.00001425139,0.00002295266,0.0001308411,0.0001077512,0.0003838754,0.996908,0.00148421],"study_design_scores_gemma":[0.00006939178,0.000008065266,0.002040051,0.000193485,0.000014733,0.00003751737,0.00007605745,0.0001525057,0.000183298,0.0007559895,0.9964517,0.00001731167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004145854,0.00002810981,0.00004221428,0.00003341504,0.00001081042,0.000004715196,0.9989058,0.0003292309,0.0006041765],"genre_scores_gemma":[0.0001513496,0.00003228039,0.0001755405,0.00003808325,0.00000296749,0.00003306696,0.9990321,0.0001142726,0.0004202753],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8554373,"threshold_uncertainty_score":0.4836102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01437393559742932,"score_gpt":0.2320798631925623,"score_spread":0.217705927595133,"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."}}