{"id":"W4396114550","doi":"10.15468/dl.f5xube","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":[0.001025184,0.002246569,0.001874269,0.004390719,0.001108074,0.002763381,0.003407183,0.002385131,0.1422648],"category_scores_gemma":[0.005533829,0.001025832,0.001220208,0.008749849,0.0004878899,0.002503572,0.002868575,0.002409411,0.2166645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001868919,"about_ca_system_score_gemma":0.00247813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02106707,"about_ca_topic_score_gemma":0.03601303,"domain_scores_codex":[0.9990469,0.0001248682,0.0001209562,0.0003398498,0.0002149116,0.0001523944],"domain_scores_gemma":[0.9980807,0.000525852,0.0001842319,0.0005020485,0.0004612631,0.0002459638],"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":[0.0000381428,0.00001400791,0.0004014442,0.0006528389,0.00001859311,0.00002013606,0.00002848178,0.0001602155,0.0001548971,0.0004896916,0.9964432,0.001578186],"study_design_scores_gemma":[0.00008717131,0.000007373912,0.00150766,0.0001897523,0.00001476577,0.00004141255,0.00007013241,0.0001916623,0.0002167598,0.0008755957,0.9967789,0.00001886291],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004255815,0.00003051427,0.00005720405,0.00003595929,0.00001064867,0.000005684028,0.9986885,0.0004978081,0.000631182],"genre_scores_gemma":[0.000153398,0.00003555337,0.0002440561,0.00004442905,0.0000026771,0.00003979838,0.9989182,0.0001790074,0.0003829404],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8577353,"threshold_uncertainty_score":0.475923,"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."}}