{"id":"W6961963954","doi":"10.15468/dl.suryl9","title":"Occurrence Download","year":2018,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Herbarium; Extant taxon; Vascular plant; Botanical garden; Download; Lode","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":[],"category_scores_codex":[0.000229346,0.0002783776,0.0002585728,0.00008242115,0.0001836532,0.0002153129,0.00157132,0.0002538188,0.0001549342],"category_scores_gemma":[0.0002655592,0.0002824277,0.0001076047,0.0003578521,0.0001175755,0.001942953,0.0009126498,0.0002464506,0.1022966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002647788,"about_ca_system_score_gemma":0.00008773423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002517373,"about_ca_topic_score_gemma":9.62177e-7,"domain_scores_codex":[0.9984785,0.00002485338,0.0003857554,0.0002812917,0.0005003339,0.0003293082],"domain_scores_gemma":[0.9983286,0.00003247734,0.000212944,0.0009772562,0.0002827501,0.0001659195],"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":[0.000003310864,0.00001698066,0.000005676848,0.0001334119,0.00001111123,0.000001180314,0.00002671673,0.0002556748,2.4272e-8,0.000003628357,0.9989122,0.0006300469],"study_design_scores_gemma":[0.0001370655,0.00002926924,0.000001910071,0.000005553281,0.00001232541,0.000006518201,0.000006249909,0.000117124,0.000003571368,0.00003854724,0.9993408,0.0003010537],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001347318,0.000007511308,0.08889315,0.00005727424,0.0006699694,0.0001770845,0.9098677,0.0002676874,0.00004613134],"genre_scores_gemma":[0.000003761237,0.00001435852,0.000794329,0.0002497747,0.000002056952,0.000003466269,0.9989322,1.17858e-8,3.399658e-8],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1021416,"threshold_uncertainty_score":0.9999628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01654148516813773,"score_gpt":0.2261699413214284,"score_spread":0.2096284561532906,"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."}}