{"id":"W4395872707","doi":"10.15468/dl.9qagfb","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Species Distribution and Climate Change","field":"Environmental Science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009917397,0.002154506,0.00160159,0.004644475,0.001026063,0.002504462,0.00299039,0.002370254,0.138461],"category_scores_gemma":[0.005839554,0.0009410667,0.001210025,0.009055294,0.0004864017,0.002316641,0.002624651,0.002173464,0.1944351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001771616,"about_ca_system_score_gemma":0.002628538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02479574,"about_ca_topic_score_gemma":0.04375641,"domain_scores_codex":[0.9988822,0.000150439,0.0001434024,0.0003798835,0.0002571623,0.0001869064],"domain_scores_gemma":[0.9975555,0.0006538856,0.0002295326,0.0006480302,0.0006055851,0.0003074759],"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":[0.00003407054,0.00001377385,0.0003503646,0.0005105094,0.00001502985,0.00001665749,0.00002206491,0.0001346017,0.0001214626,0.0003729765,0.9972064,0.001202093],"study_design_scores_gemma":[0.00009958477,0.000009219537,0.001893511,0.0001793335,0.00001441545,0.0000407821,0.00006933162,0.0001890214,0.0002124595,0.0007696926,0.9965035,0.00001913881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004438587,0.00002440039,0.00004192634,0.00003551988,0.0000110567,0.000006000058,0.9988709,0.0003892144,0.0005765639],"genre_scores_gemma":[0.0001513461,0.0000280373,0.0001776055,0.00004397827,0.000003051114,0.00004055616,0.9990514,0.0001275021,0.0003765504],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8615389,"threshold_uncertainty_score":0.4631983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996441822405556,"score_gpt":0.2168608301763518,"score_spread":0.1968964119522962,"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."}}