{"id":"W6924809642","doi":"10.15468/dl.pbn5sc","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Advanced Semiconductor Detectors and Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); State (computer science); Confidentiality","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":[0.0001113136,0.0002561978,0.0002580147,0.00006598374,0.0001806065,0.00007763394,0.0003767986,0.0001851403,0.05191368],"category_scores_gemma":[0.0000357791,0.0002870813,0.00009409439,0.0001758679,0.0000540436,0.0006862385,0.0002271983,0.0002494628,0.03050536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004423255,"about_ca_system_score_gemma":0.00003536068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008813006,"about_ca_topic_score_gemma":0.000003732633,"domain_scores_codex":[0.9989862,0.00002690406,0.0003114925,0.0001354285,0.0002913398,0.0002485624],"domain_scores_gemma":[0.9993633,0.000009849022,0.0001037598,0.0003683286,0.00005392695,0.000100817],"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":[0.00001162799,0.00000633278,0.00001574132,0.0001956372,0.00002255385,0.00000159234,0.00001953821,0.0004855871,0.000006835085,1.39186e-8,0.9987678,0.000466773],"study_design_scores_gemma":[0.0001607663,0.00001453214,0.000004825184,8.303869e-7,0.00002444606,0.000003979942,0.00006143107,2.313437e-7,0.00005279,7.908002e-7,0.9993869,0.000288464],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002420492,0.00004137495,0.000004865542,0.00000347383,0.002000829,0.0002138903,0.9949825,0.000282623,0.00004996041],"genre_scores_gemma":[0.00002048952,0.0001511212,0.00000105215,0.00009033094,0.000001531125,0.000008097239,0.9997273,2.482567e-8,4.643777e-8],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02140832,"threshold_uncertainty_score":0.9999582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01235329755657029,"score_gpt":0.2038787595808255,"score_spread":0.1915254620242553,"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."}}