{"id":"W7087743030","doi":"10.15468/dl.ermtqn","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":"Download; Matching (statistics); Range (aeronautics); Collectable","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":[0.0009655774,0.00217512,0.001778684,0.004511673,0.001011022,0.002580784,0.003180921,0.002199754,0.1346444],"category_scores_gemma":[0.005417861,0.0009141925,0.001206196,0.008943244,0.0004709193,0.002315935,0.002666089,0.002156937,0.1959919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001585089,"about_ca_system_score_gemma":0.002331209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0213236,"about_ca_topic_score_gemma":0.03728436,"domain_scores_codex":[0.9990386,0.0001268098,0.0001173486,0.0003444075,0.0002197374,0.0001532339],"domain_scores_gemma":[0.9980372,0.0005186339,0.000178499,0.0005335699,0.0004736441,0.0002584991],"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":[0.00003882212,0.00001385528,0.0004036075,0.0006142573,0.00001990348,0.00001826187,0.00002288025,0.0001658631,0.0001338517,0.0004295816,0.9966674,0.001471557],"study_design_scores_gemma":[0.0001028799,0.00000892242,0.001759766,0.0001917864,0.00001698014,0.0000420235,0.00006703498,0.0002119499,0.0002257939,0.0009000319,0.9964542,0.00001854341],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004443667,0.0000314233,0.00004557835,0.00003231891,0.00001011543,0.000005265285,0.9988305,0.0004361547,0.0005640889],"genre_scores_gemma":[0.0001550548,0.00003196825,0.0001869577,0.00003695996,0.000002647135,0.00003148778,0.9990876,0.0001274217,0.0003398909],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8653556,"threshold_uncertainty_score":0.4504306,"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."}}