{"id":"W7083030579","doi":"10.15468/dl.5xyvyy","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Historical and Archaeological Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Data set","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":[0.00008933656,0.000218572,0.0002755152,0.00005109009,0.0007686762,0.0001032779,0.0003777187,0.0001385791,0.0089757],"category_scores_gemma":[0.0001294299,0.0001759358,0.0001515423,0.00007295025,0.000595342,0.0003719646,0.0004645467,0.0002273466,0.04612772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000213644,"about_ca_system_score_gemma":0.00005111011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008453675,"about_ca_topic_score_gemma":0.0002592462,"domain_scores_codex":[0.9990125,0.00003691809,0.0002876674,0.0001643086,0.000271918,0.0002267393],"domain_scores_gemma":[0.9993112,0.00002968964,0.0001409029,0.0002234466,0.0002133699,0.00008135872],"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":[0.00002224156,0.00003342212,0.00005469907,0.0001388129,0.0000306563,0.000001242776,0.0005391837,3.391781e-7,1.00022e-9,0.00001582421,0.997696,0.001467565],"study_design_scores_gemma":[0.0001290779,0.00003398299,0.000003135575,0.000002715348,0.00003901301,2.21642e-7,0.0003493501,1.325661e-8,7.605904e-8,0.00001080956,0.9992375,0.0001940739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002773251,0.00006268953,0.000001111032,0.0004264336,0.001081127,0.0001635337,0.9924492,0.0000839197,0.005704316],"genre_scores_gemma":[0.000005676222,0.0001038841,2.484932e-7,0.0009319732,0.000004965996,0.000004498222,0.9989404,2.63317e-9,0.000008334041],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03715202,"threshold_uncertainty_score":0.9919302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02502469957062272,"score_gpt":0.2051247757689497,"score_spread":0.180100076198327,"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."}}