{"id":"W4396424737","doi":"10.15468/dl.h2cjpr","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Single-cell and spatial transcriptomics","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":[0.001024163,0.002309535,0.001765931,0.004230256,0.001128146,0.002617554,0.003315191,0.002292584,0.1272754],"category_scores_gemma":[0.005269199,0.0009557137,0.001265657,0.008287137,0.0005095367,0.002171938,0.002685246,0.002162001,0.1993228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001784495,"about_ca_system_score_gemma":0.002526912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02225027,"about_ca_topic_score_gemma":0.03851526,"domain_scores_codex":[0.999069,0.0001210073,0.0001083102,0.0003370809,0.0002138185,0.0001508942],"domain_scores_gemma":[0.9979934,0.000559977,0.0001735133,0.0005574912,0.0004630804,0.0002526516],"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":[0.00004094878,0.00001485809,0.0004388681,0.0006044715,0.00001896229,0.00002115199,0.00002791051,0.0001842512,0.0001757936,0.0004433239,0.9965329,0.001496511],"study_design_scores_gemma":[0.0001033766,0.00001023121,0.001944327,0.0001901921,0.00001796133,0.00004919371,0.000077951,0.0002603822,0.0003073484,0.001052103,0.9959644,0.00002244358],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005190319,0.00002974606,0.00005738325,0.00003660042,0.0000108884,0.000005955553,0.9986444,0.000566104,0.0005969424],"genre_scores_gemma":[0.0001551364,0.0000313572,0.0002214869,0.00004046098,0.000002521303,0.0000417231,0.998982,0.0001558253,0.0003694603],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8727246,"threshold_uncertainty_score":0.4257787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01572208263818967,"score_gpt":0.2176389109850072,"score_spread":0.2019168283468175,"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."}}