{"id":"W6887262021","doi":"10.15468/dl.vxtdku","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":[0.0009629118,0.002342251,0.001694678,0.004480951,0.001011478,0.002629842,0.003148424,0.002038348,0.1386865],"category_scores_gemma":[0.006091003,0.0009579051,0.001253705,0.008992671,0.0004724485,0.002391679,0.002615329,0.002001424,0.1992309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00177547,"about_ca_system_score_gemma":0.002578972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02482295,"about_ca_topic_score_gemma":0.0413247,"domain_scores_codex":[0.9989758,0.0001383007,0.0001372205,0.0003642183,0.0002279017,0.0001565929],"domain_scores_gemma":[0.9978721,0.0005878577,0.0001988357,0.0005394913,0.0005377376,0.0002639488],"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":[0.00003922437,0.00001313724,0.0003778318,0.000591407,0.00001663952,0.00001703243,0.0000243826,0.0001531493,0.0001199458,0.0004346048,0.9966461,0.001566515],"study_design_scores_gemma":[0.00009191583,0.00000979925,0.001522458,0.0001834185,0.00001551156,0.00004263987,0.00006653234,0.0002224175,0.0002129358,0.000922336,0.9966909,0.0000190959],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004926247,0.0000342066,0.00005593814,0.00003687869,0.00001117078,0.000006089509,0.9985177,0.0006137943,0.0006749796],"genre_scores_gemma":[0.0001606307,0.00003850914,0.0002407707,0.00004496789,0.000002742525,0.0000363392,0.9988674,0.0001847476,0.0004239513],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8613135,"threshold_uncertainty_score":0.4639527,"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."}}