{"id":"W4395839089","doi":"10.15468/dl.atyd6v","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":[0.0009562338,0.002183117,0.001680033,0.004446243,0.0009927223,0.002603069,0.003086797,0.002152188,0.1416233],"category_scores_gemma":[0.005167672,0.0009210978,0.001156748,0.009208526,0.000461506,0.002122366,0.00258659,0.002163029,0.205526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001727618,"about_ca_system_score_gemma":0.002379113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02261731,"about_ca_topic_score_gemma":0.03692026,"domain_scores_codex":[0.9991098,0.0001187033,0.0001082954,0.0003119142,0.0002055882,0.0001457712],"domain_scores_gemma":[0.9981366,0.0005217118,0.0001725619,0.0004689291,0.0004574771,0.000242656],"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":[0.00003554143,0.00001294801,0.0003807015,0.0005732378,0.00001724778,0.00001827892,0.00002541914,0.0001592162,0.0001401519,0.0004473396,0.9967511,0.001438849],"study_design_scores_gemma":[0.00009278864,0.000007484527,0.001603675,0.0001819535,0.00001443269,0.0000389805,0.00007100132,0.000200787,0.0002205661,0.0008794822,0.9966702,0.00001857772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004293121,0.00002735815,0.00004913598,0.00003327613,0.000009809425,0.000005352287,0.998813,0.0004337121,0.0005853815],"genre_scores_gemma":[0.0001603609,0.00003322031,0.0002196526,0.0000405541,0.000002684884,0.00003875312,0.998948,0.0001650211,0.0003916994],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8583767,"threshold_uncertainty_score":0.4737772,"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."}}