{"id":"W6943440836","doi":"10.15468/dl.pwyqa2","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics)","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":[0.001039865,0.001898334,0.001596517,0.006000125,0.0009821894,0.002605637,0.002733443,0.001885448,0.1969061],"category_scores_gemma":[0.006546214,0.0009333622,0.001171913,0.01119203,0.0004236575,0.002548148,0.00295024,0.001975225,0.2743674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001598582,"about_ca_system_score_gemma":0.00260297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02182309,"about_ca_topic_score_gemma":0.03916155,"domain_scores_codex":[0.998806,0.0001506374,0.0001523412,0.0004081306,0.000286824,0.0001961583],"domain_scores_gemma":[0.9969607,0.000772837,0.0002748284,0.0007781092,0.0008546971,0.0003588163],"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":[0.00002465063,0.000007989407,0.0002749323,0.0004763741,0.00001259743,0.00001116221,0.00002001425,0.0000814329,0.000105817,0.0003488315,0.9971824,0.001453842],"study_design_scores_gemma":[0.00004899165,0.000005817012,0.001448912,0.0001665388,0.0000118316,0.00002691373,0.00005693796,0.00008644107,0.0001695481,0.0006822825,0.99728,0.0000156051],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002886385,0.00002254216,0.00004319132,0.00002952386,0.00001069423,0.000004933805,0.9988045,0.0003505812,0.0007051728],"genre_scores_gemma":[0.0001393358,0.00003555616,0.0002141803,0.00004613467,0.000003829299,0.00004194236,0.9987582,0.0001920883,0.0005686835],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8030939,"threshold_uncertainty_score":0.6587167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02365312271414112,"score_gpt":0.2392044605254057,"score_spread":0.2155513378112646,"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."}}