{"id":"W4395322602","doi":"10.15468/dl.4azj7d","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Plant and Fungal Interactions Research","field":"Biochemistry, Genetics and Molecular Biology","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":[0.0001852327,0.0001756169,0.0001335216,0.00006653897,0.0003143504,0.00008132643,0.0004765221,0.0002264655,0.02392878],"category_scores_gemma":[0.0001265683,0.000189376,0.0001302302,0.0001554509,0.00008461595,0.00002896771,0.0006156202,0.0002988411,0.02868844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001204706,"about_ca_system_score_gemma":0.0001590515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002751638,"about_ca_topic_score_gemma":0.00002408529,"domain_scores_codex":[0.9989297,0.00007422875,0.0002120481,0.0002080518,0.0003472361,0.0002286902],"domain_scores_gemma":[0.9992177,0.000006835283,0.0001278457,0.0003963063,0.0001474021,0.0001038967],"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":[0.0001478075,0.00003662246,0.0003828524,0.00004253156,0.00004347333,0.0000021279,0.000005149036,0.00001266369,0.00001079095,2.396458e-8,0.9988918,0.000424202],"study_design_scores_gemma":[0.000181164,0.0000928663,0.0000245087,5.089325e-7,0.0000168802,0.00001603832,0.00007459071,7.917746e-8,0.00005512615,9.5211e-8,0.9993456,0.0001925499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001204154,0.00003903413,0.00000272686,0.0000546368,0.0004430915,0.0001874243,0.9978276,0.00001495587,0.0002263619],"genre_scores_gemma":[0.000025265,0.000208201,5.745756e-7,0.0002629823,0.000002696065,0.000009005025,0.9994898,1.392809e-8,0.000001437755],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.00475966,"threshold_uncertainty_score":0.9769635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01683650364570115,"score_gpt":0.2548833461237963,"score_spread":0.2380468424780951,"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."}}