{"id":"W7104583852","doi":"10.15468/dl.fnssbe","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":[0.00101129,0.001939746,0.001582616,0.005456937,0.001017749,0.002572757,0.002815543,0.002078635,0.1589666],"category_scores_gemma":[0.006280181,0.0008936627,0.00114769,0.009811971,0.0004588523,0.002390589,0.002766573,0.001987723,0.2174095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001689976,"about_ca_system_score_gemma":0.002618531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02422324,"about_ca_topic_score_gemma":0.04026885,"domain_scores_codex":[0.9988502,0.000154363,0.0001472362,0.0003872862,0.0002617527,0.0001990415],"domain_scores_gemma":[0.9972487,0.0006976778,0.0002702581,0.0007492121,0.0006992335,0.0003348724],"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":[0.00003099914,0.00001039156,0.0003454384,0.000539172,0.0000145318,0.00001334456,0.00002207567,0.0001037418,0.000110788,0.0003871306,0.9970401,0.001382308],"study_design_scores_gemma":[0.00006677714,0.000007550733,0.001758105,0.0001866453,0.00001344963,0.00003219707,0.00006321115,0.0001207629,0.0001751859,0.0007329024,0.9968268,0.00001638796],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003765176,0.00002564228,0.00003632506,0.00003489109,0.00001053402,0.000005063387,0.9988552,0.000359049,0.0006356398],"genre_scores_gemma":[0.0001506746,0.00003149422,0.0001679545,0.00004539788,0.000003284822,0.00003409453,0.9990008,0.0001316051,0.0004347341],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8410334,"threshold_uncertainty_score":0.5317962,"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."}}