{"id":"W6924434408","doi":"10.15468/dl.kfnh79","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Holomorphic and Operator Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Order (exchange)","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":[0.0006459618,0.0003113237,0.0003704653,0.00008231327,0.0005146574,0.0000983423,0.0007309433,0.0002991863,0.1228994],"category_scores_gemma":[0.0004123622,0.0003181293,0.000185935,0.0002931119,0.0001730197,0.0005824151,0.0006373965,0.0005143118,0.07762323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004661289,"about_ca_system_score_gemma":0.0001945319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001558164,"about_ca_topic_score_gemma":0.000007389971,"domain_scores_codex":[0.9981585,0.00017681,0.000466613,0.0002301972,0.0006583206,0.0003095404],"domain_scores_gemma":[0.9985716,0.00007174796,0.0003408691,0.0006937939,0.000165005,0.000157016],"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":[0.00005481323,0.00006330275,0.0001264755,0.0002057465,0.00004065617,0.000006405214,0.00008756688,0.000001746501,1.270659e-8,0.000006146556,0.9990633,0.0003438599],"study_design_scores_gemma":[0.0003386714,0.00004268851,0.000004505338,0.000001538758,0.00007806834,0.00001072064,0.0004116168,3.700986e-8,0.000001093969,0.00005800551,0.9987267,0.0003263365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006929188,0.00001484834,0.000005633713,0.00007585324,0.0006326286,0.0003721195,0.9977756,0.0001297953,0.0003005671],"genre_scores_gemma":[0.000007944645,0.00003557992,0.000003169081,0.000528439,0.000001425232,0.000009576599,0.9994134,2.184595e-8,4.128009e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04527615,"threshold_uncertainty_score":0.9999271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02915788384477989,"score_gpt":0.2511258835298463,"score_spread":0.2219679996850664,"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."}}