{"id":"W4395379443","doi":"10.15468/dl.3v92tk","title":"Occurrence Download","year":2020,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Data Analysis with R","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002631059,0.0003341794,0.0003805165,0.0001196929,0.0002550715,0.0006246935,0.003139675,0.0002681311,0.000407962],"category_scores_gemma":[0.0002264906,0.000341031,0.0002094171,0.0009827119,0.0001179614,0.003606156,0.001866496,0.0003503489,0.5433089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002709323,"about_ca_system_score_gemma":0.0002490578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002914094,"about_ca_topic_score_gemma":0.00001059582,"domain_scores_codex":[0.9978142,0.00009262301,0.0004879769,0.0004390477,0.0008298628,0.0003362368],"domain_scores_gemma":[0.9976717,0.00002243439,0.0004352102,0.001301651,0.0002695601,0.0002994097],"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":[0.000009077173,0.00002094639,0.0001653823,0.00008012571,0.00004484107,0.000006064514,0.00003862625,0.000008032416,1.633256e-8,9.618356e-7,0.9971412,0.002484729],"study_design_scores_gemma":[0.0002058787,0.00003108391,0.00003688426,0.00000162149,0.0000483446,0.000004572338,0.00002288444,0.000007358731,0.000001888225,0.000001970516,0.9993036,0.0003339289],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00000553857,0.000009620896,0.0016558,0.0006476719,0.0004854506,0.0002064378,0.996702,0.0002146329,0.0000728158],"genre_scores_gemma":[0.00000342222,0.00003843875,0.0000425536,0.001911366,0.000001628348,0.000002442138,0.9980001,7.642663e-9,4.366366e-8],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5429009,"threshold_uncertainty_score":0.9999042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01616043528937938,"score_gpt":0.2171019448248971,"score_spread":0.2009415095355177,"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."}}