{"id":"W6924848324","doi":"10.15468/dl.q7fnm5","title":"Occurrence Download","year":2024,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Mathematical Inequalities and Applications","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Software","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003653307,0.0003269394,0.0003819401,0.00007489628,0.0002045225,0.0002457589,0.0005337298,0.0003598903,0.004788443],"category_scores_gemma":[0.0003725532,0.0002937009,0.0002355295,0.0003285332,0.0001511444,0.0004019267,0.0003997819,0.0003725014,0.56458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002284575,"about_ca_system_score_gemma":0.0001052548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009920743,"about_ca_topic_score_gemma":0.000009173988,"domain_scores_codex":[0.9982519,0.00004586824,0.000636797,0.0002450626,0.0005184772,0.0003018545],"domain_scores_gemma":[0.9985204,0.0001239306,0.0002626336,0.0007230721,0.0002005106,0.0001694235],"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":[0.000007549399,0.00005832765,0.00000549605,0.001575378,0.00004469301,0.000001382147,0.00006568598,2.964276e-7,1.284761e-8,0.0001518677,0.9978318,0.0002575593],"study_design_scores_gemma":[0.0001137321,0.00001756779,4.901682e-7,0.00001322792,0.0001449635,0.000005630803,0.0002406652,4.684238e-7,0.000001412271,0.002277462,0.9968835,0.0003008919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008503097,0.0000182978,0.00004547354,0.0003956212,0.0003261268,0.000461155,0.9977317,0.0002240517,0.0007125137],"genre_scores_gemma":[0.00000326987,0.00003596251,0.00002166156,0.0002793583,0.000003363958,0.00002187048,0.9996334,3.129889e-8,0.000001032627],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5597915,"threshold_uncertainty_score":0.9999515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0520761329237495,"score_gpt":0.2944000645010719,"score_spread":0.2423239315773224,"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."}}