{"id":"W6905793860","doi":"10.15468/dl.3debu9","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urtica dioica; Caprifoliaceae; Arundo donax; Diplexer","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":[0.0007291603,0.0025345,0.002093925,0.006732513,0.001335655,0.003655122,0.002731313,0.002721555,0.222341],"category_scores_gemma":[0.005787988,0.0008287276,0.001713105,0.01091953,0.0003908147,0.00397174,0.003361998,0.002133785,0.349526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001789326,"about_ca_system_score_gemma":0.002293778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01885824,"about_ca_topic_score_gemma":0.03503876,"domain_scores_codex":[0.9987833,0.0001349731,0.0001850509,0.0004192221,0.0002648659,0.0002125517],"domain_scores_gemma":[0.9977992,0.0005134469,0.0001876071,0.000514225,0.0007057195,0.0002797887],"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":[0.00006401849,0.00001814414,0.0005113424,0.0008428594,0.00001636703,0.00003874421,0.00002913896,0.0001258418,0.0001648701,0.0005389695,0.9936433,0.004006362],"study_design_scores_gemma":[0.00005825831,0.00001469646,0.001526384,0.0002246946,0.00001523988,0.0000777344,0.0001002631,0.0003258396,0.0001774039,0.001086901,0.9963721,0.0000205437],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001069489,0.0001221585,0.0001312707,0.00009191181,0.00003404151,0.00001326875,0.9955208,0.001585028,0.002394497],"genre_scores_gemma":[0.0003094793,0.00009743355,0.0004302678,0.00009956821,0.000009725016,0.00004176772,0.9976326,0.0002490239,0.001130058],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7776591,"threshold_uncertainty_score":0.7438046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01437393559742932,"score_gpt":0.2320798631925623,"score_spread":0.217705927595133,"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."}}