{"id":"W6962180644","doi":"10.15468/dl.9c953m","title":"Occurrence Download","year":2025,"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":"Matching (statistics); Range (aeronautics); Set (abstract data type); Identification (biology); Download","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":[0.000958242,0.002286908,0.00166714,0.004529937,0.001017403,0.002606732,0.003113934,0.002001373,0.1366635],"category_scores_gemma":[0.006072587,0.0009412214,0.001235594,0.009041484,0.0004707212,0.002355188,0.002574546,0.002005754,0.1964521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001755438,"about_ca_system_score_gemma":0.002591713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02475315,"about_ca_topic_score_gemma":0.04166235,"domain_scores_codex":[0.9989789,0.0001387688,0.0001366669,0.0003636951,0.0002261385,0.0001558334],"domain_scores_gemma":[0.9978358,0.0006026391,0.0002024999,0.0005470596,0.0005474578,0.0002646041],"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":[0.00003838369,0.00001303669,0.0003910698,0.0005814502,0.00001657292,0.00001720381,0.00002462716,0.0001527703,0.0001193469,0.0004422759,0.9966519,0.001551309],"study_design_scores_gemma":[0.00008907627,0.000009495146,0.001522591,0.0001812718,0.00001529503,0.00004217794,0.00006753443,0.0002119704,0.000208755,0.0009234438,0.9967095,0.00001899631],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004956616,0.00003373262,0.00005565718,0.00003685334,0.00001120091,0.000005963982,0.9985454,0.0005900711,0.0006715261],"genre_scores_gemma":[0.0001606807,0.00003810213,0.0002391189,0.00004497708,0.000002786345,0.00003583787,0.9988688,0.0001814159,0.0004283653],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8633365,"threshold_uncertainty_score":0.457185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0089153214616674,"score_gpt":0.2136767702076688,"score_spread":0.2047614487460014,"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."}}