{"id":"W4395794284","doi":"10.15468/dl.apazv4","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":[0.001010804,0.002252124,0.001742748,0.005019399,0.0009950963,0.002727726,0.003026133,0.001998857,0.1496105],"category_scores_gemma":[0.005420341,0.0009557433,0.001099112,0.00984312,0.000457638,0.002287173,0.002659257,0.002053728,0.2128546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001633071,"about_ca_system_score_gemma":0.002399929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01889512,"about_ca_topic_score_gemma":0.03371749,"domain_scores_codex":[0.9990208,0.0001393026,0.0001212828,0.0003542172,0.0002074954,0.0001569728],"domain_scores_gemma":[0.9979314,0.0005662414,0.0002045959,0.0005198555,0.0004967307,0.0002811319],"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":[0.00004107711,0.00001346193,0.0004247434,0.000664541,0.00001874128,0.00001795096,0.00002295001,0.0001374795,0.0001338889,0.000458659,0.9966078,0.001458794],"study_design_scores_gemma":[0.0000895714,0.000008214395,0.001543261,0.0001796666,0.00001563473,0.00003769038,0.00005690296,0.0001524069,0.000198946,0.0008969709,0.9968019,0.00001880376],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004111974,0.00002930112,0.00004168295,0.00002897417,0.000008931992,0.000005016465,0.9988301,0.0003847784,0.0006301146],"genre_scores_gemma":[0.0001571376,0.00003678365,0.0001996762,0.00004386363,0.000002888204,0.00003743641,0.9989312,0.0001562832,0.0004346918],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8503895,"threshold_uncertainty_score":0.500497,"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."}}