{"id":"W6962101492","doi":"10.15468/dl.qj8k4n","title":"Occurrence Download","year":2016,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Order (exchange); Data set","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":[0.001300636,0.0003236119,0.0004414487,0.000144213,0.001475094,0.00003290547,0.0005523179,0.001034779,0.01528989],"category_scores_gemma":[0.001046888,0.0002540763,0.0001326429,0.0002682908,0.0001785769,0.001146489,0.0003856287,0.001013725,0.6495711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001006652,"about_ca_system_score_gemma":0.0009657546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000574061,"about_ca_topic_score_gemma":0.00002653045,"domain_scores_codex":[0.9967007,0.0003290437,0.001203475,0.0002210384,0.0008157549,0.0007300096],"domain_scores_gemma":[0.9971327,0.0001743926,0.0009768028,0.0006367823,0.0005982813,0.0004811086],"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":[0.0000882491,0.00001405352,0.001640207,0.001256416,0.00001579254,6.92479e-7,0.0001672406,3.144243e-7,7.259113e-9,6.305692e-7,0.9934059,0.003410456],"study_design_scores_gemma":[0.0007911248,0.00004266802,0.0001391905,0.00004825399,0.000032522,0.000001076778,0.0002927927,1.384693e-7,1.418307e-7,0.000003141533,0.9983811,0.00026789],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001083092,0.00001520394,0.00003833696,0.001403079,0.002447642,0.0008663468,0.9934444,0.0001966145,0.001480018],"genre_scores_gemma":[0.000007558072,0.0002244955,0.000001211147,0.005217801,0.00001306084,0.00002695009,0.9945074,2.016548e-8,0.000001517764],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6342812,"threshold_uncertainty_score":0.9999911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1139755468078699,"score_gpt":0.3689912958192183,"score_spread":0.2550157490113484,"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."}}