{"id":"W4396080082","doi":"10.15468/dl.e6gj9b","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":[0.0009501287,0.002263851,0.001688642,0.004209151,0.001003331,0.002571905,0.003126954,0.002228645,0.1351894],"category_scores_gemma":[0.005158263,0.0009451403,0.001240336,0.008211981,0.0004554461,0.002205396,0.002634225,0.002262412,0.2061164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001699313,"about_ca_system_score_gemma":0.002317323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02132468,"about_ca_topic_score_gemma":0.03581038,"domain_scores_codex":[0.9990892,0.0001221398,0.0001089847,0.00032545,0.0002059144,0.0001482196],"domain_scores_gemma":[0.9981957,0.0004969481,0.0001628249,0.0004817275,0.000428285,0.0002346188],"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":[0.0000362611,0.00001410846,0.0003809408,0.0005378693,0.0000174009,0.000017999,0.00002388666,0.0001609261,0.0001367528,0.0004084118,0.9968195,0.001445897],"study_design_scores_gemma":[0.00009778,0.000008771996,0.001692747,0.0001809829,0.0000155325,0.00004178525,0.00007338758,0.0002543162,0.0002459765,0.0009414726,0.9964278,0.0000193175],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004819851,0.0000289122,0.00005425035,0.00003829667,0.00001159567,0.000005920808,0.9986489,0.0005510378,0.0006128163],"genre_scores_gemma":[0.0001608264,0.00003143281,0.0002322254,0.00004321674,0.000002840334,0.00003864311,0.9989329,0.0001693713,0.0003885177],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8648106,"threshold_uncertainty_score":0.4522536,"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."}}