{"id":"W4395397819","doi":"10.15468/dl.89a36p","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Computer science; World Wide Web","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":[0.001032334,0.002295227,0.001864556,0.004769166,0.001065615,0.002787644,0.003294362,0.002341536,0.1411217],"category_scores_gemma":[0.005735215,0.0009753337,0.001236963,0.009429954,0.000483624,0.002431947,0.002794478,0.002259271,0.217817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001834626,"about_ca_system_score_gemma":0.002484248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0225831,"about_ca_topic_score_gemma":0.03608952,"domain_scores_codex":[0.9989779,0.0001361534,0.0001258538,0.0003640991,0.0002315794,0.0001643411],"domain_scores_gemma":[0.9979583,0.0005582998,0.0001892098,0.0005329396,0.0004909338,0.0002702666],"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":[0.00003718297,0.00001325955,0.0003744767,0.0005796309,0.00001749577,0.00001780684,0.00002441639,0.0001511761,0.000132837,0.0004239065,0.9967825,0.001445374],"study_design_scores_gemma":[0.00009550071,0.000008511868,0.001680247,0.0001951001,0.00001566531,0.00004290762,0.00007196661,0.0002150945,0.0002197789,0.0008981057,0.9965378,0.00001932706],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004293022,0.00003149979,0.00004855847,0.0000364261,0.00001039088,0.000005485041,0.9987356,0.0004863105,0.0006027743],"genre_scores_gemma":[0.0001478821,0.00003407443,0.0001977302,0.00004274906,0.00000267238,0.00003448207,0.9990061,0.0001577,0.0003766967],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8588783,"threshold_uncertainty_score":0.4720992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395259126477966,"score_gpt":0.2195626639075202,"score_spread":0.2056100726427406,"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."}}