{"id":"W4395322205","doi":"10.15468/dl.5qoflq","title":"Occurrence Download","year":2019,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Species Distribution and Climate Change","field":"Environmental 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":[0.0007845807,0.001720632,0.001403078,0.004610286,0.0009689162,0.002457118,0.00266387,0.001918725,0.1416994],"category_scores_gemma":[0.005577037,0.0007689038,0.001087183,0.009550135,0.0004077614,0.00218969,0.002234134,0.001881391,0.1915733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001596613,"about_ca_system_score_gemma":0.002218519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02454599,"about_ca_topic_score_gemma":0.03841233,"domain_scores_codex":[0.9991267,0.0001226635,0.0001110439,0.0002991755,0.0001945458,0.0001459703],"domain_scores_gemma":[0.9978898,0.0006132124,0.0001976649,0.0005181609,0.0005514942,0.0002296607],"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":[0.00002395728,0.000009337124,0.0003932446,0.0004125471,0.00001269463,0.00001414185,0.00001998644,0.0001241812,0.00007924228,0.0003554408,0.9972346,0.0013206],"study_design_scores_gemma":[0.00007504897,0.0000071897,0.002072944,0.0001849529,0.0000136917,0.00003789803,0.00007487611,0.0002054869,0.000157788,0.0008342903,0.99632,0.00001591048],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004784474,0.00002962803,0.00004363227,0.00004304452,0.0000128598,0.000004948989,0.998792,0.0003582498,0.0006678113],"genre_scores_gemma":[0.0001871571,0.00003700097,0.0001749737,0.00004900916,0.000004056453,0.00003868744,0.9988968,0.0001279072,0.0004843763],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8583006,"threshold_uncertainty_score":0.4740316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0241412917765197,"score_gpt":0.2238682037474346,"score_spread":0.1997269119709149,"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."}}