{"id":"W4396110506","doi":"10.15468/dl.df5x8g","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; Geography; 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":[0.001113782,0.002167867,0.001870305,0.005037213,0.0009889407,0.002775027,0.003076449,0.002294069,0.1574966],"category_scores_gemma":[0.006366774,0.0009661921,0.001141487,0.01023508,0.0004639653,0.002346662,0.002631898,0.002103551,0.2139558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001658824,"about_ca_system_score_gemma":0.002323672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01758644,"about_ca_topic_score_gemma":0.02903516,"domain_scores_codex":[0.9989439,0.0001473878,0.0001390492,0.0003700312,0.0002334944,0.0001661313],"domain_scores_gemma":[0.9976397,0.0007076185,0.0002249854,0.0005786885,0.0005534598,0.0002954964],"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":[0.00004233561,0.00001383638,0.0004009337,0.0007407329,0.00001981887,0.00001888774,0.00002227652,0.0001625663,0.0001381299,0.000422082,0.9965019,0.001516428],"study_design_scores_gemma":[0.000113924,0.000009647894,0.001772307,0.0002258862,0.0000172807,0.00004031839,0.00006402612,0.0001920605,0.000210105,0.0008946805,0.9964398,0.00002010138],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003757787,0.00002954222,0.00003987627,0.00003083207,0.000008678425,0.000005276512,0.9990013,0.0003530489,0.0004937818],"genre_scores_gemma":[0.0001558628,0.00003658778,0.0001854415,0.00004287249,0.000003003157,0.00004246188,0.9990434,0.0001357835,0.0003545351],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8425034,"threshold_uncertainty_score":0.5268785,"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."}}