{"id":"W6924397310","doi":"10.15468/dl.benwdf","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geodetic datum; Coordinate system; Matching (statistics); Download; Range (aeronautics); Geographic coordinate conversion","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002119446,0.0001993116,0.000252924,0.00008619743,0.0002798082,0.0001236669,0.0004882934,0.0002853454,0.008896021],"category_scores_gemma":[0.0001590833,0.0001684432,0.0001653924,0.0003857129,0.00009057839,0.0003895234,0.00006575204,0.0002340439,0.09655436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001878913,"about_ca_system_score_gemma":0.00009840084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006583436,"about_ca_topic_score_gemma":0.0004076807,"domain_scores_codex":[0.9988475,0.00006133589,0.0002945256,0.0002094232,0.0003398167,0.0002474021],"domain_scores_gemma":[0.9992194,0.00002627688,0.0001540462,0.0003276832,0.0001446036,0.0001279514],"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":[0.00001729636,0.000007459066,0.01610722,0.00006012621,0.00002376568,0.000001192893,0.000004547229,0.001340146,2.473896e-10,9.521113e-9,0.9749999,0.00743832],"study_design_scores_gemma":[0.0001078873,0.00002246128,0.0007365675,0.000002167626,0.00006816263,9.024506e-7,0.00004030806,0.00001765779,6.616309e-8,0.000001771849,0.9988227,0.0001793438],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003057804,0.00005489408,0.00001322596,0.0002252677,0.0003908786,0.00009879879,0.9984198,0.00005470743,0.0004366852],"genre_scores_gemma":[0.0001471769,0.0001163943,0.000002342689,0.0006859869,0.000001287905,2.12387e-7,0.9990462,7.089215e-10,3.899297e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08765834,"threshold_uncertainty_score":0.995223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01492313271201303,"score_gpt":0.200367076509851,"score_spread":0.1854439437978379,"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."}}