{"id":"W4395550962","doi":"10.15468/dl.4ba76f","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":[0.001010882,0.002413952,0.001929889,0.004784568,0.001064353,0.002849216,0.003327752,0.002441511,0.1455452],"category_scores_gemma":[0.005506631,0.001016307,0.00128928,0.009691991,0.0004831495,0.00237707,0.002779454,0.002326413,0.2208727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001831116,"about_ca_system_score_gemma":0.002518376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02235689,"about_ca_topic_score_gemma":0.03481941,"domain_scores_codex":[0.999019,0.0001293668,0.0001227212,0.0003468204,0.0002246854,0.000157438],"domain_scores_gemma":[0.9980617,0.0005319166,0.0001791993,0.0005050336,0.0004607975,0.0002613349],"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":[0.00003975042,0.00001393415,0.0003671546,0.000633009,0.00001901951,0.00001899712,0.00002483767,0.0001660348,0.0001488045,0.0004408495,0.9966807,0.001446901],"study_design_scores_gemma":[0.0001070967,0.000008799841,0.001701048,0.000200167,0.00001668245,0.00004334987,0.00006961343,0.0002277824,0.0002326783,0.0009149479,0.9964574,0.00002035967],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004168087,0.00003189723,0.00004956617,0.00003568031,0.00001023374,0.000005677862,0.9987267,0.0005026358,0.0005959774],"genre_scores_gemma":[0.0001495107,0.00003562759,0.0002086856,0.0000438012,0.000002678909,0.00003701966,0.9989747,0.0001732964,0.0003748182],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8544548,"threshold_uncertainty_score":0.4868973,"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."}}