{"id":"W4396060556","doi":"10.15468/dl.fkb56x","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Research Data Management Practices","field":"Computer Science","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":[0.0009534723,0.001912744,0.001471693,0.00468294,0.001054593,0.002829507,0.002749861,0.001906629,0.1643241],"category_scores_gemma":[0.006382736,0.000874726,0.001364141,0.008996616,0.0004176606,0.002516021,0.002674957,0.002007316,0.2578813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001531502,"about_ca_system_score_gemma":0.00240204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02017397,"about_ca_topic_score_gemma":0.03246791,"domain_scores_codex":[0.9988914,0.0001394231,0.0001426556,0.0003925603,0.00024522,0.0001887324],"domain_scores_gemma":[0.9975043,0.0006438454,0.000192212,0.0007156711,0.0006863533,0.0002577377],"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":[0.00002862509,0.000009843412,0.000390587,0.0004182096,0.00001261916,0.0000154966,0.00002329295,0.0001171838,0.0001053897,0.0003731831,0.9967271,0.001778444],"study_design_scores_gemma":[0.00005381105,0.000006903919,0.001573211,0.0001488184,0.0000113822,0.00003565907,0.00007509039,0.0001978644,0.0001946142,0.0008579858,0.996829,0.00001574036],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005085789,0.00002963229,0.00007542403,0.00004865962,0.00001784585,0.000007035292,0.9981072,0.0007740346,0.0008892909],"genre_scores_gemma":[0.0001844206,0.00003731549,0.0002813492,0.00005487669,0.000004637908,0.00004705864,0.9985468,0.0002457431,0.0005977229],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8356759,"threshold_uncertainty_score":0.5497189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05831412683061439,"score_gpt":0.2961401595106173,"score_spread":0.2378260326800029,"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."}}