{"id":"W7085221723","doi":"10.15468/dl.4c6rsq","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"T-cell and Retrovirus Studies","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Set (abstract data type); 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001432013,0.0002983644,0.0003751579,0.00009976376,0.0005343016,0.00004223893,0.0004891378,0.0006551088,0.002405374],"category_scores_gemma":[0.0001336582,0.0002652842,0.0001836827,0.0002288869,0.00037209,0.0002893525,0.0005797626,0.0004224377,0.1352195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001921329,"about_ca_system_score_gemma":0.0001609621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008495554,"about_ca_topic_score_gemma":0.00002689666,"domain_scores_codex":[0.9989126,0.00008771724,0.0003593314,0.0002281475,0.0000774762,0.0003347166],"domain_scores_gemma":[0.9990824,0.00003215229,0.0002282317,0.0004276895,0.000200514,0.00002897332],"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":[0.00008773394,0.00004608546,0.0007685492,0.0001807828,0.0001762273,9.328662e-7,0.00003988968,7.730477e-7,0.00000127286,2.506998e-7,0.9971425,0.001555013],"study_design_scores_gemma":[0.0005385309,0.00004001251,0.00004928455,0.000004978973,0.0001107738,0.000004009285,0.0001725496,1.911932e-9,0.00003923304,6.071477e-7,0.9987936,0.0002464069],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001645776,0.0004621094,0.000001354708,0.0001470637,0.002137414,0.0002488368,0.9960952,0.00009173579,0.0006516601],"genre_scores_gemma":[0.00003185122,0.000345042,2.477283e-7,0.000472081,7.824882e-7,0.000003986549,0.9991405,5.165315e-9,0.000005480455],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1328142,"threshold_uncertainty_score":0.9999799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009949717124739053,"score_gpt":0.210235146938966,"score_spread":0.200285429814227,"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."}}