{"id":"W4395409828","doi":"10.15468/dl.78nqb9","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":[0.0009966965,0.002212336,0.001786032,0.004495071,0.001032646,0.002632717,0.003176208,0.002188073,0.1430461],"category_scores_gemma":[0.005457067,0.0009827676,0.001126608,0.008984159,0.0004675183,0.00234315,0.002765554,0.002309807,0.2096574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001796507,"about_ca_system_score_gemma":0.002438442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02197196,"about_ca_topic_score_gemma":0.03697862,"domain_scores_codex":[0.9990834,0.0001204302,0.0001150319,0.0003215799,0.0002110059,0.0001484714],"domain_scores_gemma":[0.998024,0.0005403046,0.0001855838,0.0005167683,0.0004776844,0.0002557374],"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":[0.00003570805,0.00001289972,0.0003683763,0.0005837887,0.00001703166,0.0000180211,0.00002742059,0.0001525933,0.0001442686,0.000446606,0.9967105,0.001482778],"study_design_scores_gemma":[0.00008856395,0.000007326678,0.001584634,0.0001783005,0.00001421787,0.00003798959,0.00007074563,0.0001956672,0.0002282295,0.0008838259,0.9966921,0.00001842628],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004102563,0.00002615965,0.00005370002,0.00003341081,0.000009580604,0.000005613303,0.99872,0.0005002701,0.0006102982],"genre_scores_gemma":[0.0001542364,0.00003286194,0.0002363608,0.00004147749,0.00000261194,0.00004053866,0.9989058,0.0001933036,0.0003928757],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8569539,"threshold_uncertainty_score":0.478537,"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."}}