{"id":"W4395311568","doi":"10.15468/dl.34269c","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":[0.001112337,0.002109697,0.001858628,0.004898423,0.000980543,0.002667353,0.003135812,0.002236244,0.1491336],"category_scores_gemma":[0.006239715,0.0009447857,0.001191142,0.01000854,0.0004695412,0.002285228,0.002588623,0.002123059,0.2069709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001624999,"about_ca_system_score_gemma":0.002308414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01724865,"about_ca_topic_score_gemma":0.02916653,"domain_scores_codex":[0.9989607,0.0001473083,0.0001381514,0.000361475,0.0002306431,0.0001616289],"domain_scores_gemma":[0.9977482,0.0006698477,0.000208301,0.0005720175,0.0005237536,0.0002780038],"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":[0.00004454243,0.00001431902,0.0004011035,0.0007501025,0.00002099663,0.00001956859,0.00002266351,0.0001751605,0.0001464172,0.0004371272,0.9963744,0.001593616],"study_design_scores_gemma":[0.0001180567,0.000009957927,0.001788492,0.0002268169,0.00001814595,0.00004254122,0.00006327462,0.0002099463,0.0002256783,0.0009897168,0.9962873,0.00002001342],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004033564,0.00003091255,0.00004336745,0.00003124107,0.000008994083,0.000005326974,0.9989522,0.0003832542,0.0005044625],"genre_scores_gemma":[0.0001574255,0.00003677728,0.0001963795,0.00004176404,0.00000288121,0.00004065481,0.9990413,0.0001377247,0.0003451348],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8508664,"threshold_uncertainty_score":0.4989016,"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."}}