{"id":"W6924419250","doi":"10.15468/dl.g6ekzd","title":"Occurrence Download","year":2024,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Social and Educational Sciences","field":"Social 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":[0.0007011545,0.0001622467,0.0001600073,0.00007324082,0.001064016,0.0004576459,0.0006530714,0.0003143767,0.004712566],"category_scores_gemma":[0.0003807055,0.0001577129,0.0001381368,0.0007371323,0.0006633842,0.001066318,0.0001665084,0.0002277591,0.6100307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005865195,"about_ca_system_score_gemma":0.001044941,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01180114,"about_ca_topic_score_gemma":0.0008085154,"domain_scores_codex":[0.9982179,0.00009803718,0.0002469873,0.0002043632,0.0008936749,0.0003390349],"domain_scores_gemma":[0.9991559,0.00004244113,0.0001427696,0.0001772624,0.0002545786,0.0002270364],"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":[0.000005028023,0.00001800662,0.0005541838,0.00004363597,0.00001211882,6.282253e-7,0.001333112,6.333078e-7,2.324943e-9,0.000004919817,0.9966586,0.001369182],"study_design_scores_gemma":[0.00003847144,0.000008738395,0.00006498544,0.000002665245,0.00003183741,3.672416e-7,0.004668916,1.077175e-8,9.395194e-8,0.00004253795,0.9949564,0.0001849214],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002661167,0.00005105444,2.082211e-7,0.002493659,0.003106198,0.0002208329,0.9910547,0.0001110065,0.002696285],"genre_scores_gemma":[0.0000284471,0.0001832155,6.401763e-7,0.0005465938,0.00001501425,0.000004769213,0.9992201,6.066267e-9,0.00000125545],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6053181,"threshold_uncertainty_score":0.9961973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02652214318540795,"score_gpt":0.2855692411711221,"score_spread":0.2590470979857142,"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."}}