{"id":"W4395222589","doi":"10.15468/dl.84rch4","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":[0.001076622,0.002232024,0.001804239,0.004481398,0.001082923,0.002838104,0.003328415,0.002276611,0.1523392],"category_scores_gemma":[0.005974842,0.001003306,0.001182015,0.009108083,0.0004919058,0.002449852,0.002813583,0.002390336,0.2230335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001867915,"about_ca_system_score_gemma":0.0025234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02228215,"about_ca_topic_score_gemma":0.03700688,"domain_scores_codex":[0.9990215,0.0001323039,0.00011734,0.0003461884,0.0002259686,0.0001567239],"domain_scores_gemma":[0.9979327,0.0005902089,0.0001877344,0.0005344959,0.0004902699,0.0002646984],"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":[0.00003606662,0.00001244603,0.0003378177,0.0005543738,0.00001630749,0.00001686404,0.0000245442,0.0001419418,0.000130058,0.000466377,0.996872,0.001391141],"study_design_scores_gemma":[0.00009096588,0.000007386334,0.001458352,0.0001782515,0.00001396412,0.00003766583,0.00006723862,0.0001914957,0.0002169217,0.0009444852,0.9967751,0.00001813654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003907585,0.00002686144,0.00005397195,0.00003641027,0.000009967531,0.000005600596,0.9986739,0.0005019339,0.0006522438],"genre_scores_gemma":[0.0001515961,0.00003269472,0.0002241328,0.00004326508,0.00000274692,0.00003996241,0.9989018,0.0001924978,0.0004112314],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8476608,"threshold_uncertainty_score":0.5096254,"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."}}