{"id":"W4395314187","doi":"10.15468/dl.2tj6f4","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":[0.001038625,0.002226337,0.001754744,0.004367279,0.001019958,0.00268779,0.003279451,0.002252266,0.1485537],"category_scores_gemma":[0.005742823,0.0009966461,0.00118847,0.008988691,0.0004758416,0.002247626,0.002697179,0.00226655,0.2171202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001785289,"about_ca_system_score_gemma":0.002440651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02252544,"about_ca_topic_score_gemma":0.03743058,"domain_scores_codex":[0.9990585,0.0001302384,0.0001159666,0.0003305051,0.0002133887,0.0001513442],"domain_scores_gemma":[0.9979472,0.0005861267,0.0001843973,0.0005209571,0.0004971737,0.0002642298],"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":[0.00003504479,0.00001285705,0.0003511858,0.0005444324,0.00001660294,0.00001684273,0.00002397403,0.0001531142,0.0001244167,0.0004403272,0.996971,0.001310177],"study_design_scores_gemma":[0.0000995772,0.0000077399,0.001507489,0.000180108,0.00001460935,0.00003692264,0.00006820794,0.0002221631,0.0002252998,0.0009759371,0.9966425,0.00001958016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004061532,0.00002552592,0.0000524966,0.00003476644,0.000009903644,0.000005660876,0.9987316,0.0004874408,0.0006120796],"genre_scores_gemma":[0.0001583358,0.00003184538,0.0002336704,0.00004377709,0.000002757896,0.00004233183,0.9988944,0.0001880002,0.0004050266],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8514463,"threshold_uncertainty_score":0.4969618,"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."}}