{"id":"W6963138658","doi":"10.15468/dl.zh3xa7","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); 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":[],"consensus_categories":[],"category_scores_codex":[0.0008733681,0.001821311,0.001293119,0.004394426,0.0009944234,0.002210061,0.002633448,0.001874677,0.1154865],"category_scores_gemma":[0.005631931,0.000822605,0.001178432,0.008244402,0.0004327913,0.002135462,0.002405281,0.001971151,0.1758505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00155235,"about_ca_system_score_gemma":0.002271358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02401308,"about_ca_topic_score_gemma":0.04224869,"domain_scores_codex":[0.9990557,0.0001252411,0.0001220897,0.0003223404,0.0002256277,0.000149118],"domain_scores_gemma":[0.9977582,0.0005890732,0.0001917211,0.0006325329,0.00057395,0.0002545353],"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":[0.00002728525,0.00001279554,0.0004211752,0.0004064624,0.00001263219,0.00001586821,0.00002489559,0.0001261672,0.0001139452,0.0003546439,0.9969916,0.001492433],"study_design_scores_gemma":[0.00007741152,0.000009520195,0.002339284,0.0001756842,0.00001422108,0.00004962329,0.00009788122,0.0002500593,0.0002374166,0.0008455813,0.9958853,0.00001806771],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007506443,0.00003164596,0.00006755995,0.00005040376,0.0000154675,0.000007683255,0.9983145,0.0006373927,0.0008002567],"genre_scores_gemma":[0.0002024743,0.00003062817,0.0002554216,0.00004644233,0.000003579172,0.00004279227,0.9988159,0.000150803,0.0004520084],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1154865,"threshold_uncertainty_score":0.3863407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03761864349018661,"score_gpt":0.2888078212483628,"score_spread":0.2511891777581762,"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."}}