{"id":"W7105899145","doi":"10.15468/dl.qxr9yv","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","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":[0.001016404,0.001825332,0.001751865,0.005399622,0.001013968,0.002618018,0.002786681,0.002030711,0.1737661],"category_scores_gemma":[0.00601439,0.0008870943,0.001071117,0.01072387,0.0004741012,0.002235681,0.002598963,0.001983532,0.2167803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001713574,"about_ca_system_score_gemma":0.002495667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02447404,"about_ca_topic_score_gemma":0.04112801,"domain_scores_codex":[0.9989837,0.0001277534,0.0001293212,0.0003376807,0.0002418946,0.000179671],"domain_scores_gemma":[0.9975536,0.0006809821,0.0002501889,0.0005874779,0.0006180847,0.0003095765],"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":[0.00003043424,0.00001084641,0.0003873335,0.0006873388,0.00001606355,0.00001495376,0.00002699594,0.0001198006,0.0001356491,0.0004252481,0.9966488,0.001496527],"study_design_scores_gemma":[0.00007013854,0.000007177535,0.001871056,0.0002215942,0.00001423583,0.00003116483,0.00007284634,0.0001046469,0.0001632193,0.000681404,0.9967462,0.00001630332],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003470915,0.00002645501,0.0000332426,0.00002836576,0.000009315844,0.000004459041,0.9989666,0.0002754231,0.0006214005],"genre_scores_gemma":[0.0001582013,0.00003539249,0.0001717734,0.00004123455,0.000003162477,0.00003818667,0.9989717,0.0001295962,0.0004508817],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8262339,"threshold_uncertainty_score":0.5813055,"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."}}