{"id":"W4395734363","doi":"10.15468/dl.amu555","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Biomedical Text Mining and Ontologies","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009742461,0.002386511,0.001589324,0.005658948,0.00104752,0.002459313,0.00289756,0.002333409,0.103187],"category_scores_gemma":[0.005178293,0.000883835,0.001214545,0.009912598,0.000478432,0.002304055,0.002474745,0.002032711,0.1561344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001744503,"about_ca_system_score_gemma":0.002390306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0197645,"about_ca_topic_score_gemma":0.0327997,"domain_scores_codex":[0.9989312,0.0001429618,0.0001397082,0.0003709664,0.0002550819,0.0001600214],"domain_scores_gemma":[0.9979836,0.0005865049,0.0001975383,0.0005010202,0.0004582072,0.0002731825],"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":[0.00004427465,0.00001978528,0.000498687,0.0006745051,0.00001982925,0.00002837839,0.00002696323,0.0001998057,0.0001845377,0.0004586416,0.9958711,0.001973444],"study_design_scores_gemma":[0.0000940763,0.00001104551,0.002105802,0.0001995698,0.00001765559,0.00006712849,0.00008001684,0.0002860626,0.000295599,0.0008638095,0.9959589,0.00002035742],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007996439,0.00004633412,0.0000592027,0.00005073466,0.00001286439,0.00000767283,0.9985272,0.00050689,0.0007092768],"genre_scores_gemma":[0.0001906003,0.00004010393,0.0002091076,0.00004394787,0.000002966932,0.00003597739,0.9990074,0.0001001915,0.0003697896],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.896813,"threshold_uncertainty_score":0.3451948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01452719595757265,"score_gpt":0.2348229748668023,"score_spread":0.2202957789092297,"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."}}