{"id":"W4395850718","doi":"10.15468/dl.947jeu","title":"Occurrence Download","year":2020,"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":[0.00107281,0.002270229,0.001518483,0.005444024,0.001035921,0.002575057,0.003030744,0.002221932,0.105325],"category_scores_gemma":[0.005543865,0.0009067485,0.001204134,0.009531453,0.0004982299,0.00225571,0.002480942,0.002087332,0.1519726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001869254,"about_ca_system_score_gemma":0.002562229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02127588,"about_ca_topic_score_gemma":0.03452669,"domain_scores_codex":[0.998922,0.0001473028,0.0001404431,0.0003696395,0.0002589993,0.0001616747],"domain_scores_gemma":[0.9978366,0.0006440498,0.000202571,0.0005489223,0.000473944,0.0002939298],"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":[0.00004199642,0.00001799562,0.0004613471,0.0006043999,0.00001825772,0.00002552106,0.00002715483,0.0001889175,0.0001653234,0.0005042811,0.996136,0.001808685],"study_design_scores_gemma":[0.00008727335,0.000009871251,0.001938137,0.0001789483,0.00001597901,0.00006217149,0.00007769326,0.0002869932,0.0002801299,0.0009189863,0.9961249,0.00001879429],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007271802,0.00004006594,0.00005992761,0.00005055954,0.00001232118,0.000007423989,0.9984924,0.0005176472,0.00074697],"genre_scores_gemma":[0.0001903461,0.00003628657,0.0002139085,0.00004253625,0.000002733093,0.000036922,0.998969,0.00011662,0.0003917612],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.894675,"threshold_uncertainty_score":0.3523471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01641038539255171,"score_gpt":0.2338003742875479,"score_spread":0.2173899888949961,"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."}}