{"id":"W4395252704","doi":"10.15468/dl.883re2","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":[0.00105215,0.002228829,0.001781162,0.00464649,0.00104415,0.002723486,0.003269606,0.002313859,0.1426216],"category_scores_gemma":[0.005768051,0.0009726236,0.001234967,0.009488209,0.0004836254,0.00230352,0.002726909,0.002284463,0.2077792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001829149,"about_ca_system_score_gemma":0.002503862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02344649,"about_ca_topic_score_gemma":0.03788029,"domain_scores_codex":[0.9990053,0.0001352167,0.0001277464,0.0003463827,0.0002261255,0.0001591829],"domain_scores_gemma":[0.9978874,0.0005965037,0.0001973502,0.0005386664,0.0005154897,0.0002646162],"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":[0.00003659925,0.0000131876,0.000371802,0.0005951793,0.0000178044,0.00001806523,0.00002576727,0.0001555527,0.0001351415,0.0004445234,0.9967884,0.001397985],"study_design_scores_gemma":[0.00009820725,0.000008034065,0.001625038,0.0001878718,0.00001530987,0.00003942452,0.00007238905,0.0002102269,0.0002121606,0.0009171041,0.9965948,0.00001949607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003995301,0.00002729552,0.0000498811,0.00003522947,0.000009932483,0.000005606723,0.9988135,0.0004470978,0.000571478],"genre_scores_gemma":[0.000156483,0.00003341223,0.000224349,0.00004285468,0.00000274201,0.00004046714,0.9989465,0.0001682912,0.0003849462],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8573784,"threshold_uncertainty_score":0.4771169,"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."}}