{"id":"W7083626327","doi":"10.15468/dl.gaz9w7","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Matching (statistics); Download; Range (aeronautics); Task (project management); Set (abstract data type)","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":[0.001098569,0.002215363,0.00170095,0.005018339,0.001008095,0.002752462,0.003170531,0.002321714,0.1366079],"category_scores_gemma":[0.006303337,0.0009435437,0.001207682,0.009253851,0.0004958452,0.002293869,0.00260469,0.002148401,0.1960505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001738736,"about_ca_system_score_gemma":0.002417673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01820288,"about_ca_topic_score_gemma":0.03187136,"domain_scores_codex":[0.9988991,0.0001551484,0.0001421396,0.000393806,0.0002370635,0.0001727056],"domain_scores_gemma":[0.9977179,0.0006763026,0.0002191754,0.0005817558,0.0005164896,0.0002884006],"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":[0.00004096481,0.00001423114,0.0004267717,0.0006817038,0.00002081308,0.00002047624,0.00002240757,0.0001745567,0.0001434821,0.000446615,0.9965274,0.001480593],"study_design_scores_gemma":[0.0001042408,0.000009808477,0.001739374,0.000218816,0.00001837068,0.00004863642,0.00006473032,0.0002179351,0.0002395992,0.0009768542,0.996342,0.00001960378],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000455773,0.00003515471,0.0000445775,0.00003701827,0.00001053018,0.000005643984,0.9988245,0.0004244386,0.0005726326],"genre_scores_gemma":[0.0001751648,0.00003641824,0.0001921558,0.00004887094,0.000003061859,0.00003757557,0.9990041,0.0001332729,0.0003693156],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8633921,"threshold_uncertainty_score":0.4569991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01354698637645786,"score_gpt":0.2538377714956856,"score_spread":0.2402907851192278,"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."}}