{"id":"W6962213725","doi":"10.15468/dl.panhn2","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Yeasts and Rust Fungi Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Matching (statistics); Range (aeronautics); Set (abstract data type); Identification (biology); Download","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001085161,0.0002332946,0.0001945857,0.00004165056,0.0002281457,0.00005681182,0.0003571248,0.0003547667,0.0002845992],"category_scores_gemma":[0.0001266867,0.0002213626,0.0001461217,0.0001301209,0.0001232598,0.0000137111,0.000576421,0.0001312836,0.007393121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005793876,"about_ca_system_score_gemma":0.00016001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001539251,"about_ca_topic_score_gemma":0.0000195047,"domain_scores_codex":[0.9990913,0.00003254009,0.0002380861,0.0002255446,0.0001957482,0.000216754],"domain_scores_gemma":[0.9991168,0.000004008409,0.0001434879,0.0004479661,0.0002145853,0.00007319045],"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":[0.00005852497,0.00002490245,0.0007498165,0.0001276913,0.00007838494,5.946827e-7,0.000005744277,0.00000480332,9.881963e-7,5.963938e-8,0.9981297,0.0008188487],"study_design_scores_gemma":[0.0002437216,0.00004903211,0.00005326871,0.000002897321,0.00004981766,0.000001827794,0.00005582279,1.953953e-8,0.00003174377,1.679227e-7,0.9992919,0.0002198021],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003208637,0.0001652169,0.000006070092,0.0001161498,0.0005081742,0.000195715,0.9982974,0.0000172635,0.0003731406],"genre_scores_gemma":[0.00002057168,0.0005084211,0.000001230639,0.0005984158,0.000003728935,0.000003821676,0.998862,6.869172e-9,0.000001771608],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.007108522,"threshold_uncertainty_score":0.9933797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00790197575641624,"score_gpt":0.2181914213519609,"score_spread":0.2102894455955447,"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."}}