{"id":"W4396062151","doi":"10.15468/dl.erjv36","title":"Occurrence Download","year":2022,"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":[0.001013839,0.002135532,0.001701854,0.005071161,0.001030049,0.002641334,0.003030132,0.002174852,0.1459892],"category_scores_gemma":[0.005334601,0.0009303077,0.001107715,0.009726845,0.0004914627,0.002342763,0.002656826,0.002181996,0.2062318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001594658,"about_ca_system_score_gemma":0.002265058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01806502,"about_ca_topic_score_gemma":0.03234519,"domain_scores_codex":[0.9990475,0.0001374778,0.000115307,0.0003404424,0.0002066524,0.0001526468],"domain_scores_gemma":[0.9979391,0.0005852155,0.0001857378,0.0005487152,0.0004760446,0.0002651892],"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":[0.00003960495,0.00001562216,0.0004498604,0.0006733799,0.00001835671,0.00002192895,0.00002886399,0.0001760004,0.0001648847,0.0004982848,0.9963202,0.001592936],"study_design_scores_gemma":[0.00008482978,0.000007604147,0.001578053,0.0001787923,0.00001375634,0.00004089936,0.00007438797,0.0001736532,0.0002043379,0.0008371741,0.9967883,0.00001834086],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005358913,0.00003140212,0.00005360916,0.00003419413,0.00001095942,0.000005633679,0.9987289,0.0004278779,0.0006538954],"genre_scores_gemma":[0.0001750288,0.00003671477,0.000230421,0.00004109753,0.000002996022,0.00003921117,0.9988851,0.0001569521,0.0004325017],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8540108,"threshold_uncertainty_score":0.4883826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122403581641463,"score_gpt":0.2099771924585691,"score_spread":0.1987531566421545,"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."}}