{"id":"W7087622737","doi":"10.15468/dl.sp7kkv","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Advanced Authentication Protocols Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Data file","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":[],"consensus_categories":[],"category_scores_codex":[0.0009942856,0.001899395,0.00148899,0.004659725,0.0009749226,0.002477834,0.00287749,0.002058772,0.1228202],"category_scores_gemma":[0.00606433,0.0008130195,0.001136757,0.008508225,0.0004713048,0.002163721,0.002390167,0.001997209,0.1835402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001659038,"about_ca_system_score_gemma":0.002332339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02094037,"about_ca_topic_score_gemma":0.03367398,"domain_scores_codex":[0.9989818,0.0001399582,0.0001353991,0.0003383797,0.0002353658,0.0001691283],"domain_scores_gemma":[0.9976798,0.0006208644,0.0002221163,0.0006280541,0.000584654,0.0002645019],"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":[0.00003128784,0.00001242777,0.0004428198,0.00047001,0.00001412273,0.00001489494,0.00002182797,0.0001412369,0.0001025034,0.0003757197,0.9969789,0.001394181],"study_design_scores_gemma":[0.00008300622,0.000008317345,0.001991604,0.0001989714,0.00001392001,0.00003927627,0.00007717803,0.0001913577,0.0001978973,0.0007948245,0.9963874,0.00001628283],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005056651,0.0000295628,0.00004155008,0.00004035507,0.00001205673,0.000005827954,0.9988148,0.000386536,0.0006186423],"genre_scores_gemma":[0.0001857809,0.00003349189,0.0001810774,0.00004439312,0.000003497658,0.00003888215,0.9989807,0.000117606,0.0004145555],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1228202,"threshold_uncertainty_score":0.4108744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01211759382559914,"score_gpt":0.2466384184643217,"score_spread":0.2345208246387226,"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."}}