{"id":"W6943784447","doi":"10.15468/dl.ysymqh","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); Data file; Range (aeronautics); Data set; Software","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":[0.0009594187,0.001961968,0.001550054,0.004610994,0.0009949446,0.002398078,0.002868749,0.002015068,0.1470638],"category_scores_gemma":[0.005452666,0.0009519455,0.001157533,0.009482573,0.0004761874,0.002187872,0.002589946,0.002095714,0.2024757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001630412,"about_ca_system_score_gemma":0.00236607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02435146,"about_ca_topic_score_gemma":0.04038801,"domain_scores_codex":[0.999072,0.0001198923,0.0001158128,0.0003197042,0.0002126935,0.0001599906],"domain_scores_gemma":[0.9978248,0.0005916444,0.0002081588,0.0005777393,0.000533228,0.0002644316],"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":[0.00002832702,0.00001158955,0.0003918404,0.0004988123,0.00001446579,0.00001518428,0.00002809393,0.0001363383,0.0001309036,0.0004260219,0.9968821,0.0014364],"study_design_scores_gemma":[0.00007074025,0.000007249481,0.001796455,0.0001680181,0.00001310405,0.00003571813,0.00007773381,0.0001507497,0.0001999838,0.0007557224,0.9967065,0.00001791532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000046257,0.00002431738,0.00005070183,0.00003470647,0.00001207571,0.000005208705,0.998778,0.0004190725,0.0006296415],"genre_scores_gemma":[0.000163834,0.00003014264,0.0002143319,0.00004177092,0.000002997735,0.00004111512,0.998902,0.0001688605,0.0004350285],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8529361,"threshold_uncertainty_score":0.4919775,"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."}}