{"id":"W6943593361","doi":"10.15468/dl.kdendh","title":"Occurrence Download","year":2022,"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); R package","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":[0.0009681654,0.001887899,0.001591356,0.005185785,0.0009899758,0.002626485,0.002750175,0.002062752,0.1653926],"category_scores_gemma":[0.00580604,0.0009317975,0.001133858,0.01005366,0.0004451681,0.002504275,0.002603573,0.002008506,0.2294773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001513805,"about_ca_system_score_gemma":0.002206926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01949047,"about_ca_topic_score_gemma":0.03461663,"domain_scores_codex":[0.998975,0.0001408501,0.0001327722,0.0003652975,0.0002191156,0.0001669624],"domain_scores_gemma":[0.9974712,0.0007188033,0.00024184,0.0006691,0.000611488,0.0002875097],"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":[0.0000266487,0.00001145421,0.0003635999,0.0005374574,0.0000138571,0.00001461073,0.00002504627,0.000121109,0.0001087943,0.0003909908,0.9969759,0.00141055],"study_design_scores_gemma":[0.00006163918,0.000007273056,0.00165075,0.0001790042,0.00001222493,0.00003331104,0.00007293452,0.0001281973,0.0001572214,0.0007308624,0.9969502,0.00001637032],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004117101,0.00002583374,0.00004590571,0.00003456227,0.00001208919,0.000005043908,0.9988526,0.000334151,0.0006485975],"genre_scores_gemma":[0.0001596987,0.00003426898,0.0002058961,0.00004450276,0.000003639496,0.0000414661,0.9988555,0.0001478506,0.000507233],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8346074,"threshold_uncertainty_score":0.5532933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850871640220096,"score_gpt":0.2277224731265546,"score_spread":0.2092137567243537,"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."}}