{"id":"W7083631487","doi":"10.15468/dl.uat55c","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Context (archaeology); Random forest","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":[0.001049179,0.001893633,0.001548601,0.0047123,0.0008409759,0.002530417,0.002748545,0.001934304,0.1433992],"category_scores_gemma":[0.005952595,0.0008612649,0.001070216,0.009091139,0.000437448,0.002047142,0.002394734,0.001833356,0.1939957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001613854,"about_ca_system_score_gemma":0.00221357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0206027,"about_ca_topic_score_gemma":0.03457026,"domain_scores_codex":[0.9989929,0.0001507782,0.0001344115,0.0003471471,0.0002155667,0.0001592138],"domain_scores_gemma":[0.9976987,0.0006399904,0.0002314592,0.0005881459,0.000542317,0.0002993956],"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":[0.00003429837,0.00001145032,0.0004407822,0.0005680897,0.00001850557,0.00001676529,0.00002078796,0.0001431393,0.0001048149,0.0004127875,0.9968237,0.001405015],"study_design_scores_gemma":[0.00009429071,0.000008249062,0.002022509,0.0002028675,0.00001612536,0.00004112411,0.00006157472,0.0001682428,0.000180881,0.000879681,0.9963076,0.00001690304],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004106593,0.00002839653,0.00003779136,0.00003311246,0.000008937121,0.000004943663,0.998956,0.0003273813,0.0005624169],"genre_scores_gemma":[0.0001758991,0.00003474179,0.0001665083,0.00004811388,0.00000319319,0.00003296748,0.999012,0.0001225201,0.0004040705],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8566008,"threshold_uncertainty_score":0.4797183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01003775609098115,"score_gpt":0.2347410126640373,"score_spread":0.2247032565730561,"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."}}