{"id":"W7082447107","doi":"10.15468/dl.jtucxe","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Listing (finance); Range (aeronautics); Confidentiality","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":[0.000927753,0.001954003,0.001420553,0.005026766,0.0009418789,0.002450277,0.00266202,0.001724744,0.1527409],"category_scores_gemma":[0.005687207,0.0008808789,0.001102507,0.009018566,0.0004285925,0.002044434,0.002478746,0.001816372,0.1968384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001701704,"about_ca_system_score_gemma":0.00239762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02644617,"about_ca_topic_score_gemma":0.04215128,"domain_scores_codex":[0.9990972,0.0001140448,0.0001127429,0.000296992,0.0002220728,0.0001568243],"domain_scores_gemma":[0.9979436,0.0005647203,0.0001854774,0.0005342215,0.0005247347,0.0002472038],"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":[0.00002658269,0.00000943888,0.0003364926,0.0004408962,0.00001309517,0.0000145357,0.00002116857,0.0001156868,0.00009809861,0.0004098356,0.9971942,0.001319926],"study_design_scores_gemma":[0.00006670285,0.000006213853,0.001689301,0.0001675688,0.0000123344,0.00003356539,0.00006073242,0.0001558911,0.0001878153,0.0007358606,0.9968694,0.0000146303],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003934138,0.00002165086,0.00004644991,0.00003012596,0.00000963714,0.00000538393,0.9987093,0.0004422596,0.0006957869],"genre_scores_gemma":[0.0001667326,0.00002967156,0.0001899075,0.00003921306,0.000002768479,0.00003859695,0.9989459,0.0001635739,0.0004236441],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8472592,"threshold_uncertainty_score":0.5109691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0116959082794947,"score_gpt":0.2070852442648293,"score_spread":0.1953893359853346,"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."}}