{"id":"W4395848951","doi":"10.15468/dl.9fzfe8","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":[0.001039117,0.00224353,0.001737008,0.004299457,0.001001271,0.002616662,0.003207478,0.002191189,0.1402406],"category_scores_gemma":[0.005702108,0.0009773113,0.00115724,0.008612041,0.0004692542,0.002358933,0.002707287,0.002284857,0.2106471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001757625,"about_ca_system_score_gemma":0.002429155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02147285,"about_ca_topic_score_gemma":0.03605361,"domain_scores_codex":[0.9990579,0.0001260381,0.0001181021,0.0003312072,0.0002150372,0.0001515929],"domain_scores_gemma":[0.9979801,0.0005590144,0.0001867531,0.000526962,0.0004846155,0.0002625934],"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":[0.00003621461,0.00001327043,0.0003652246,0.0005617921,0.00001684843,0.00001787804,0.00002529099,0.0001541572,0.0001410613,0.0004411628,0.9967881,0.001438835],"study_design_scores_gemma":[0.00009022952,0.000007586969,0.001524091,0.0001737903,0.00001415537,0.000039014,0.00006836247,0.000208178,0.000231297,0.0009035825,0.9967213,0.0000184046],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004131087,0.00002629216,0.00005680873,0.00003574534,0.00001026571,0.000005957272,0.9986727,0.000520813,0.0006300709],"genre_scores_gemma":[0.0001541011,0.00003198455,0.0002367715,0.00004264596,0.000002673137,0.00004004609,0.9989176,0.0001892314,0.0003850204],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8597594,"threshold_uncertainty_score":0.4691514,"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."}}