{"id":"W6924553412","doi":"10.15468/dl.lar0g2","title":"Occurrence Download","year":2020,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Legal and Labor Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); The Internet","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":["insufficient_payload"],"category_scores_codex":[0.0001173459,0.0002872761,0.000291399,0.00007918078,0.0003742975,0.0004521303,0.0004877223,0.0001802913,0.001237031],"category_scores_gemma":[0.0001898392,0.000266482,0.0001374941,0.0005162376,0.0001199047,0.002636304,0.0007756313,0.0002464268,0.5530861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009635491,"about_ca_system_score_gemma":0.00004427366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001606621,"about_ca_topic_score_gemma":0.00004464588,"domain_scores_codex":[0.9987904,0.000007474032,0.0003108078,0.0002132775,0.0004244756,0.0002535759],"domain_scores_gemma":[0.9990622,0.000007361652,0.0003397928,0.0002539748,0.0003092604,0.00002735989],"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":[0.0000438939,0.00002026327,0.001470631,0.0004505381,0.00003644777,0.000003160013,0.00001406439,0.000001943606,1.066843e-8,0.000001715556,0.9972414,0.0007159717],"study_design_scores_gemma":[0.0002737028,0.000006383561,0.0002157169,0.000002718324,0.00008942926,4.273425e-7,0.0001195191,2.757259e-7,1.709223e-7,0.000002427009,0.9989941,0.0002951013],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001180429,0.00001768355,0.000001172427,0.001003126,0.0007678659,0.0002274852,0.9967205,0.0001525362,0.000991586],"genre_scores_gemma":[0.00004174493,0.00002671468,3.836453e-7,0.006049999,0.00001948829,0.000003056035,0.9938585,1.492953e-8,1.016384e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5518491,"threshold_uncertainty_score":0.9999787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01578377304003025,"score_gpt":0.1979416286998173,"score_spread":0.1821578556597871,"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."}}