{"id":"W4395915181","doi":"10.15468/dl.agb4aa","title":"Occurrence Download","year":2022,"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":[0.001155055,0.002276403,0.001819581,0.004888174,0.001093324,0.002882211,0.003229671,0.002226997,0.1559791],"category_scores_gemma":[0.006155562,0.000999218,0.001190718,0.009135944,0.0004897495,0.00246089,0.002787631,0.002280647,0.2282624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001745327,"about_ca_system_score_gemma":0.002521985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02024482,"about_ca_topic_score_gemma":0.03383233,"domain_scores_codex":[0.9989236,0.0001487682,0.0001339596,0.0003827786,0.0002461152,0.0001647044],"domain_scores_gemma":[0.9977483,0.000660689,0.0002016652,0.0005709913,0.0005355523,0.00028271],"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":[0.00003714507,0.00001314906,0.0003645152,0.00062232,0.00001767347,0.00001907036,0.00002498206,0.0001421466,0.0001327765,0.0004343253,0.9967498,0.001442149],"study_design_scores_gemma":[0.00009111899,0.000007852412,0.001540342,0.000196717,0.00001560015,0.0000418368,0.00006671718,0.000188386,0.0002193643,0.0008872626,0.9967262,0.00001863272],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003825272,0.00002856275,0.0000512597,0.00003250059,0.000009343493,0.000005450869,0.9987651,0.0004726221,0.0005968754],"genre_scores_gemma":[0.0001411353,0.00003316398,0.0002085572,0.00003942356,0.000002640645,0.00003665639,0.9989865,0.0001717006,0.0003802485],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8440209,"threshold_uncertainty_score":0.5218021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122403581641463,"score_gpt":0.2099771924585691,"score_spread":0.1987531566421545,"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."}}