{"id":"W4395192059","doi":"10.15468/dl.6ae37s","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Computer science; World Wide Web","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":[0.0001549462,0.0002251995,0.0001782116,0.00003358145,0.0003238393,0.00004573694,0.00043585,0.0002007491,0.00400442],"category_scores_gemma":[0.00006359859,0.0002468883,0.0001451417,0.0001051691,0.0001079032,0.000003429665,0.0008368716,0.0001428491,0.005583741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000786925,"about_ca_system_score_gemma":0.0001254905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001733268,"about_ca_topic_score_gemma":0.00001532867,"domain_scores_codex":[0.9990028,0.00005031499,0.0002428552,0.000242662,0.0002390289,0.000222379],"domain_scores_gemma":[0.9991434,0.000003916925,0.0001856346,0.0004652772,0.0001178158,0.00008400081],"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":[0.00005533677,0.00002510663,0.0009323003,0.00004359678,0.0000661728,6.681825e-7,0.00001319656,0.00002984053,0.000007774816,2.823499e-8,0.9983343,0.0004916476],"study_design_scores_gemma":[0.0002485323,0.0001062632,0.0001422331,2.928684e-7,0.00003657718,0.000004740087,0.0001062774,1.534373e-8,0.0000267444,4.137253e-7,0.9990739,0.0002540402],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.005879158,0.0001738733,0.000001257796,0.00005543327,0.000529642,0.0002127972,0.9930491,0.000005829113,0.0000929226],"genre_scores_gemma":[0.00009477478,0.0004441724,0.000001175137,0.0004995597,0.000002961649,0.000009204197,0.9989479,1.930557e-8,2.835153e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.005898763,"threshold_uncertainty_score":0.9999983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122403581641463,"score_gpt":0.2099771924585691,"score_spread":0.1987531566421545,"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."}}