{"id":"W6962068348","doi":"10.15468/dl.v3uwze","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Statistical Methods and Applications","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Alien","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":[0.001027957,0.001947647,0.001581465,0.004601873,0.0009901427,0.002486832,0.002837366,0.002157122,0.1204147],"category_scores_gemma":[0.005981594,0.0008145704,0.00129177,0.008644925,0.0004655398,0.002061408,0.002412937,0.002030017,0.1997123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001506697,"about_ca_system_score_gemma":0.002179401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01758663,"about_ca_topic_score_gemma":0.03047514,"domain_scores_codex":[0.9989094,0.000157895,0.000140749,0.000379373,0.0002435025,0.0001691099],"domain_scores_gemma":[0.9975309,0.0007073819,0.0002170797,0.0006753439,0.0006009154,0.0002684591],"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":[0.00003201293,0.00001608074,0.0004651881,0.0005522958,0.0000159272,0.00001693779,0.00002291755,0.0001493931,0.0001249288,0.0003535301,0.996651,0.00159987],"study_design_scores_gemma":[0.0000912941,0.00001236399,0.002364559,0.000204482,0.00001749503,0.00004897272,0.00008841805,0.0002434974,0.0002389693,0.0008681467,0.995802,0.00001973468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006856528,0.00003646493,0.00005655264,0.00004254223,0.00001515755,0.000007593594,0.9986511,0.0004955793,0.0006265653],"genre_scores_gemma":[0.0001960042,0.00003536746,0.0002314232,0.00004802887,0.000004086618,0.00005263312,0.9988642,0.0001325182,0.0004357326],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8795853,"threshold_uncertainty_score":0.4028274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07217609117974079,"score_gpt":0.3341747852756974,"score_spread":0.2619986940959567,"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."}}