{"id":"W7111031132","doi":"10.15468/dl.dpbeak","title":"Occurrence Download","year":2025,"lang":"","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Data set; 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":[0.001060653,0.00198553,0.001710256,0.005470439,0.0009823551,0.00258596,0.002853401,0.002133542,0.1687882],"category_scores_gemma":[0.006569812,0.0009326222,0.001199559,0.01040516,0.0004659382,0.002314356,0.002742956,0.001950523,0.2205964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001612275,"about_ca_system_score_gemma":0.00240856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02014088,"about_ca_topic_score_gemma":0.03066858,"domain_scores_codex":[0.9988417,0.0001513175,0.0001485269,0.0003962866,0.000263126,0.000199059],"domain_scores_gemma":[0.9974334,0.0007317123,0.0002553816,0.0006549656,0.0006171789,0.000307353],"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":[0.00003397868,0.00001111643,0.0003796003,0.0006486409,0.00001734823,0.00001502524,0.00002272427,0.0001210117,0.0001378949,0.0003788301,0.9967805,0.001453305],"study_design_scores_gemma":[0.00008177877,0.000008970354,0.002032589,0.0002186947,0.00001654967,0.00003705118,0.0000686057,0.0001316228,0.0002048688,0.0007336455,0.9964477,0.00001793377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003842448,0.00002724727,0.00003812462,0.00003059123,0.00001043671,0.00000485545,0.9989335,0.0003479005,0.0005688863],"genre_scores_gemma":[0.0001528566,0.0000319809,0.0001573657,0.00004238308,0.000003425326,0.00003781241,0.9990607,0.0001318906,0.0003817024],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8312118,"threshold_uncertainty_score":0.5646528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434536157882973,"score_gpt":0.2311093459842124,"score_spread":0.2167639844053826,"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."}}