{"id":"W4395753195","doi":"10.15468/dl.bj3z3p","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":[0.001081729,0.002300641,0.001909283,0.004642718,0.001069012,0.002794896,0.003336258,0.002298632,0.150787],"category_scores_gemma":[0.005907567,0.001010986,0.001220649,0.009325497,0.0004928765,0.002389554,0.002870414,0.002322078,0.2221618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001804633,"about_ca_system_score_gemma":0.002525074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02158907,"about_ca_topic_score_gemma":0.03559817,"domain_scores_codex":[0.9990067,0.0001344459,0.0001233154,0.00035374,0.0002234735,0.0001585206],"domain_scores_gemma":[0.997964,0.0005852162,0.0001885723,0.0005191566,0.0004815108,0.0002616378],"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":[0.00004000578,0.00001357456,0.00037184,0.0006873443,0.00001913106,0.0000190568,0.00002853233,0.0001597156,0.0001535104,0.000474489,0.9965301,0.001502782],"study_design_scores_gemma":[0.00009560042,0.000008111278,0.001539158,0.0002007948,0.00001622191,0.0000398063,0.00007199903,0.0001961199,0.0002274622,0.0009528781,0.9966323,0.00001957218],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004010241,0.00002977485,0.00005610019,0.00003360727,0.000009827434,0.000005772668,0.9986866,0.0005254435,0.0006127973],"genre_scores_gemma":[0.000155233,0.00003525286,0.0002313453,0.00004288892,0.000002625594,0.00004147263,0.9989088,0.0001959337,0.0003863954],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.849213,"threshold_uncertainty_score":0.5044328,"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."}}