{"id":"W6905970189","doi":"10.15468/dl.ydp8er","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); Alien; The Internet","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":[0.0009383475,0.001883934,0.001525027,0.004534332,0.0009983191,0.002584163,0.002707442,0.002046365,0.1679791],"category_scores_gemma":[0.006273359,0.0008809977,0.001254489,0.008529172,0.0004201528,0.002549515,0.002495656,0.001981269,0.2326888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001534564,"about_ca_system_score_gemma":0.002252624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02139682,"about_ca_topic_score_gemma":0.03537767,"domain_scores_codex":[0.9990125,0.0001406306,0.000117418,0.0003593333,0.0002118296,0.0001582764],"domain_scores_gemma":[0.9974498,0.0007553123,0.0002066511,0.0006722439,0.0006471711,0.0002687749],"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":[0.0000266063,0.00001114892,0.0003696416,0.0004945813,0.00001284102,0.0000141303,0.00002148261,0.0001187704,0.00009969634,0.0003256847,0.9971063,0.001399103],"study_design_scores_gemma":[0.00006768847,0.00000883008,0.001827528,0.0002047536,0.00001385041,0.0000348168,0.00007759959,0.0001828333,0.000182823,0.0008363163,0.996545,0.00001799652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004340864,0.00002777615,0.00004691078,0.00004374188,0.00001378662,0.00000617844,0.9986822,0.0004478805,0.0006881259],"genre_scores_gemma":[0.0001745799,0.0000356026,0.0002201335,0.00005290283,0.00000414809,0.00004815351,0.9987704,0.0001712302,0.0005227603],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8320209,"threshold_uncertainty_score":0.5619462,"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."}}