{"id":"W6887167760","doi":"10.15468/dl.o2rtsk","title":"Occurrence Download","year":2019,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Herbarium; Download; Matching (statistics); Range (aeronautics)","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":[0.0005323517,0.000586074,0.0005583361,0.0002164711,0.0003135611,0.0002973225,0.001246529,0.0007237646,0.004586825],"category_scores_gemma":[0.0003177988,0.0006256495,0.0003095743,0.0007048123,0.0002923019,0.002457543,0.0007943892,0.0005928997,0.9943196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001186284,"about_ca_system_score_gemma":0.0003727404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007053703,"about_ca_topic_score_gemma":0.0000199218,"domain_scores_codex":[0.9969762,0.0001378399,0.0006733912,0.0004256917,0.001182263,0.000604596],"domain_scores_gemma":[0.9969974,0.00003185531,0.0007522122,0.001357609,0.0005769945,0.0002839292],"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":[0.0001470429,0.00005962166,0.001733716,0.0003186738,0.00006669129,0.000002382811,0.00003548825,0.00003124539,7.098273e-8,3.251528e-8,0.9972579,0.0003470781],"study_design_scores_gemma":[0.0007011427,0.0000486845,0.0001594444,0.000004570736,0.0001185526,0.000008572395,0.0001162036,2.178124e-7,0.000002310277,3.589078e-7,0.9982168,0.0006231199],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003962259,0.00001921981,0.000001243238,0.00005402178,0.001206087,0.0007957719,0.9969563,0.0002366034,0.0003344628],"genre_scores_gemma":[0.00001013968,0.0000290259,0.000001003941,0.0004900887,0.000001689645,0.00000434236,0.9994636,2.542783e-8,1.288634e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9897327,"threshold_uncertainty_score":0.9996195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0225412765836933,"score_gpt":0.2352696232258381,"score_spread":0.2127283466421448,"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."}}