{"id":"W7094953067","doi":"10.15468/dl.vyhmks","title":"Occurrence Download","year":2025,"lang":"","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Irish and British Studies","field":"Social Sciences","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009212022,0.0005705581,0.000707167,0.0001568474,0.003389175,0.0006976898,0.001401596,0.0008538335,0.003521862],"category_scores_gemma":[0.001031148,0.0006728682,0.0004387796,0.001470616,0.001593953,0.002512395,0.001191802,0.0005808714,0.1192859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001060368,"about_ca_system_score_gemma":0.001099439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006553077,"about_ca_topic_score_gemma":0.000155121,"domain_scores_codex":[0.9959773,0.0003264572,0.0009185643,0.0005205797,0.001316389,0.0009407034],"domain_scores_gemma":[0.997198,0.00009290088,0.0006201401,0.0006051849,0.00111901,0.0003646952],"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":[0.00008553069,0.0001044031,0.003534146,0.0003819683,0.0001200429,0.000004430204,0.0008744621,0.000002574347,4.86088e-9,3.613417e-7,0.9862571,0.008634985],"study_design_scores_gemma":[0.0006000312,0.00005867022,0.0002128726,0.00001967256,0.0001888726,0.000001533949,0.007069664,7.562512e-8,7.897978e-7,0.000001344351,0.991244,0.0006024583],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00051492,0.0002187116,0.000004633109,0.00129387,0.002861409,0.0007944449,0.9792018,0.0001233555,0.01498686],"genre_scores_gemma":[0.000152009,0.002700239,0.000001289595,0.001481089,0.000006555234,0.000007719326,0.9956481,6.214393e-9,0.000002937059],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.115764,"threshold_uncertainty_score":0.9995723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01420614178792984,"score_gpt":0.2485205148323676,"score_spread":0.2343143730444378,"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."}}