{"id":"W6905879125","doi":"10.15468/dl.q48up6","title":"Occurrence Download","year":2025,"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); Data set","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":[0.001031413,0.001910828,0.001547303,0.005266994,0.0009089733,0.002593819,0.002696061,0.001930062,0.1627734],"category_scores_gemma":[0.006003314,0.0008934746,0.00118412,0.009965992,0.0004398184,0.002155682,0.002566129,0.001837995,0.2162858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001572336,"about_ca_system_score_gemma":0.002318784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02150824,"about_ca_topic_score_gemma":0.03469496,"domain_scores_codex":[0.9989235,0.0001500706,0.0001472557,0.0003622402,0.0002307456,0.0001860493],"domain_scores_gemma":[0.9974837,0.000679147,0.000259046,0.0006611011,0.0006206841,0.0002963099],"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":[0.00003104366,0.00001031741,0.0003762762,0.0005793429,0.00001664422,0.00001452173,0.00002210959,0.0001210946,0.0001150234,0.0003767989,0.9969137,0.001423215],"study_design_scores_gemma":[0.00007465509,0.000008331519,0.001942513,0.0002028924,0.0000151035,0.00003623426,0.0000640157,0.0001315046,0.000182253,0.0007468394,0.9965788,0.00001684629],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000369152,0.00002573395,0.00003490757,0.00003150597,0.00001026728,0.000004751218,0.9989964,0.000300689,0.0005588262],"genre_scores_gemma":[0.0001548275,0.00003260499,0.0001617686,0.00004468098,0.000003386422,0.00003547101,0.999023,0.0001188467,0.0004254969],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8372266,"threshold_uncertainty_score":0.5445313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01437393559742932,"score_gpt":0.2320798631925623,"score_spread":0.217705927595133,"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."}}