{"id":"W7117106929","doi":"10.15468/dl.zzw8rb","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); Set (abstract data type); Data set","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":[0.000911184,0.001861653,0.001522904,0.0054593,0.001010051,0.002784848,0.00266731,0.001843886,0.1593723],"category_scores_gemma":[0.005800293,0.0008780726,0.001130662,0.01041428,0.0004328318,0.002466312,0.002658937,0.002051202,0.2343004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001655104,"about_ca_system_score_gemma":0.002520812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02240907,"about_ca_topic_score_gemma":0.03674387,"domain_scores_codex":[0.9989914,0.0001292172,0.0001244374,0.0003534458,0.0002369769,0.000164489],"domain_scores_gemma":[0.9976421,0.0006429179,0.0002344992,0.0006117724,0.0005859853,0.0002826648],"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":[0.00002500415,0.000009373884,0.0003574587,0.0004950417,0.00001327763,0.00001397031,0.00002447618,0.0001005094,0.0001063572,0.0004006224,0.996979,0.001474925],"study_design_scores_gemma":[0.00004877715,0.000005955805,0.001607557,0.0001737014,0.00001231252,0.00003383467,0.00007087518,0.0001237333,0.0001840121,0.0007171111,0.9970061,0.00001601396],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000416108,0.00002857246,0.00005019063,0.0000389007,0.00001303694,0.000005177928,0.9985456,0.0004834915,0.0007933253],"genre_scores_gemma":[0.0001622968,0.00003690688,0.0002161776,0.00004468677,0.000003723345,0.00004019108,0.998701,0.00018912,0.0006059214],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8406277,"threshold_uncertainty_score":0.5331534,"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."}}