{"id":"W6924764951","doi":"10.15468/dl.stmfeu","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Chemical synthesis and alkaloids","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Alien; Species name","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001394214,0.0003118656,0.0003187223,0.00004061627,0.0002049461,0.0001419277,0.0006353771,0.0005219937,0.006091085],"category_scores_gemma":[0.0002924427,0.0003139449,0.0002350138,0.0002465222,0.0001453635,0.000414074,0.0004545398,0.0003535972,0.5726628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003483425,"about_ca_system_score_gemma":0.00008397814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008359571,"about_ca_topic_score_gemma":0.00001241795,"domain_scores_codex":[0.9984398,0.00001287738,0.0004151034,0.0002656305,0.000521358,0.0003451543],"domain_scores_gemma":[0.998806,0.00004763187,0.0002570699,0.0005621072,0.0001338477,0.000193359],"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":[0.00002793493,0.00003135484,0.0003012689,0.0004070592,0.0000373615,0.000002717052,0.000009048481,0.000001290647,0.000003600075,2.744073e-8,0.9971653,0.002013034],"study_design_scores_gemma":[0.0002197802,0.000004771445,0.00001262102,0.000007782118,0.00005042651,0.000002101566,0.00008083072,1.0128e-7,0.0001815199,0.000001172539,0.9991058,0.0003330795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001210441,0.00001271256,2.749967e-7,0.00009758999,0.0002587427,0.00006958404,0.9976012,0.0002337443,0.0005157625],"genre_scores_gemma":[0.00001049324,0.00009312139,3.988515e-7,0.0001499128,0.000004128663,0.000004351378,0.9997367,2.254591e-8,8.366522e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5665717,"threshold_uncertainty_score":0.9999313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01558911984384524,"score_gpt":0.2163234003319758,"score_spread":0.2007342804881306,"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."}}