{"id":"W4395850846","doi":"10.15468/dl.97ngxh","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Plant Pathogens and Resistance","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Computer science; World Wide Web","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":["insufficient_payload"],"category_scores_codex":[0.0001901638,0.0001942131,0.0001964689,0.00001125064,0.0005684197,0.00009919829,0.0005409029,0.0001850794,0.0672795],"category_scores_gemma":[0.00004229705,0.00008714156,0.0001435293,0.0003210231,0.00007064104,0.0003358378,0.0003337361,0.0002295687,0.02667797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001509129,"about_ca_system_score_gemma":0.00002429704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004971066,"about_ca_topic_score_gemma":0.0001250855,"domain_scores_codex":[0.9988002,0.00006929131,0.000244436,0.000202371,0.0004362006,0.0002474597],"domain_scores_gemma":[0.999455,0.00002858437,0.0002197672,0.0001047028,0.00007867039,0.0001132635],"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":[0.00003665492,0.00002987733,0.0004443097,0.00002557458,0.000009874706,0.000004475462,0.000003191538,0.000002138227,0.000006095077,3.51648e-8,0.9962306,0.003207175],"study_design_scores_gemma":[0.00006804385,0.00004610635,0.0009244449,8.051073e-7,0.00001836523,0.000006392277,0.0001067572,2.152831e-8,0.000001477309,3.455049e-7,0.9986088,0.0002184988],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00651324,0.00003996196,3.968376e-8,0.0001628387,0.000366265,0.0001876062,0.9925886,0.00005805523,0.00008344006],"genre_scores_gemma":[0.00002058065,0.0001333237,1.738189e-7,0.000403686,0.000001883515,0.000004217441,0.9994359,7.332275e-10,2.417698e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04060153,"threshold_uncertainty_score":0.9740798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0152453969169791,"score_gpt":0.1879287173090968,"score_spread":0.1726833203921177,"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."}}