{"id":"W6943857006","doi":"10.15468/dl.tkn9g7","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":[0.0009851551,0.002338991,0.001706592,0.004653555,0.001020091,0.002687403,0.003106755,0.001998716,0.1478041],"category_scores_gemma":[0.006241895,0.0009821123,0.001256671,0.009265373,0.0004640531,0.00236044,0.002643688,0.002058384,0.2026406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001739503,"about_ca_system_score_gemma":0.002566182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02413632,"about_ca_topic_score_gemma":0.0399427,"domain_scores_codex":[0.998978,0.0001389819,0.0001382538,0.0003628556,0.0002284839,0.0001533351],"domain_scores_gemma":[0.9977961,0.0006304373,0.0002058413,0.0005562176,0.0005479343,0.0002633891],"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":[0.00003843472,0.00001322005,0.0003884924,0.0006237268,0.00001778552,0.00001827123,0.00002700638,0.0001594595,0.000126624,0.0004709729,0.9964856,0.00163053],"study_design_scores_gemma":[0.00008361133,0.000008553557,0.001460347,0.00017983,0.00001526971,0.00004034898,0.00006453704,0.0002051597,0.0002059601,0.0009205579,0.9967974,0.00001845265],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000048505,0.00003321644,0.00006259159,0.0000371058,0.00001133531,0.000006143908,0.9984297,0.0006611825,0.0007100824],"genre_scores_gemma":[0.0001648085,0.00003903254,0.0002651541,0.000045353,0.000002802071,0.00003847008,0.9987655,0.0002237688,0.000455169],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8521959,"threshold_uncertainty_score":0.494454,"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."}}