{"id":"W6906152350","doi":"10.15468/dl.x2zb9u","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); Range (aeronautics); Software; Column (typography)","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":[0.00096125,0.001934249,0.001573708,0.004773122,0.0009794477,0.002413243,0.002835043,0.002016966,0.1481275],"category_scores_gemma":[0.005414506,0.0009087346,0.001181907,0.009460357,0.0004426495,0.002167029,0.002522811,0.002032,0.202493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001555638,"about_ca_system_score_gemma":0.00222342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02192232,"about_ca_topic_score_gemma":0.0361753,"domain_scores_codex":[0.9990413,0.0001269153,0.0001202917,0.0003284852,0.0002166271,0.0001663563],"domain_scores_gemma":[0.9978135,0.0006049998,0.000214897,0.0005952539,0.0005088967,0.0002624264],"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":[0.00002936386,0.00001187791,0.0004069898,0.0005181564,0.00001516481,0.0000154761,0.00002642267,0.0001381588,0.0001327874,0.0004096162,0.9968201,0.001475977],"study_design_scores_gemma":[0.00007258148,0.000007834144,0.001997232,0.0001896845,0.00001441365,0.00003897929,0.00007653466,0.0001581184,0.000198381,0.0007520284,0.9964768,0.00001749247],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004588546,0.00002580146,0.0000469303,0.00003329812,0.00001165059,0.000004956612,0.99883,0.0003861316,0.0006153627],"genre_scores_gemma":[0.0001567523,0.00002974862,0.0001992763,0.00003957405,0.000002969959,0.00003813443,0.9989865,0.0001462841,0.0004006676],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8518726,"threshold_uncertainty_score":0.4955357,"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."}}