{"id":"W4396350702","doi":"10.15468/dl.hcfp2g","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":[0.0009034222,0.002033933,0.001725247,0.005374362,0.001105452,0.002537699,0.002982776,0.001993735,0.1429583],"category_scores_gemma":[0.005409909,0.0008962879,0.001159135,0.01042051,0.0004565147,0.002085451,0.002680542,0.002015569,0.199209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001958194,"about_ca_system_score_gemma":0.003320317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03791909,"about_ca_topic_score_gemma":0.06702175,"domain_scores_codex":[0.9989986,0.0001155113,0.000119161,0.0003455903,0.0002408492,0.0001803153],"domain_scores_gemma":[0.997542,0.0005735866,0.0002113136,0.0006321806,0.0007005279,0.0003403246],"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":[0.00003752511,0.00001051968,0.0003678043,0.0006374795,0.0000186146,0.00001572689,0.00002076769,0.0001329262,0.000163962,0.0003842967,0.9967268,0.001483632],"study_design_scores_gemma":[0.00007839566,0.000007290799,0.001771406,0.0001938391,0.00001583783,0.00003451576,0.00005871905,0.000135984,0.0002159376,0.0006670262,0.9968028,0.000018337],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003719418,0.00002920933,0.00003460071,0.00002572197,0.000008825204,0.000005031472,0.9989522,0.0003695525,0.0005376632],"genre_scores_gemma":[0.000144152,0.00003751393,0.0001756963,0.00003523792,0.000002527169,0.00003013447,0.9990884,0.0001274497,0.0003588799],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8570417,"threshold_uncertainty_score":0.4782431,"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."}}