{"id":"W4396201400","doi":"10.15468/dl.ej5fv3","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":[0.0008624734,0.001952406,0.001426501,0.004214803,0.0009273068,0.002675523,0.002701913,0.001710313,0.1618707],"category_scores_gemma":[0.005595305,0.0008882275,0.00126676,0.008552236,0.0003994752,0.002220162,0.002566457,0.001825909,0.2362863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00139964,"about_ca_system_score_gemma":0.002169141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01972441,"about_ca_topic_score_gemma":0.03182516,"domain_scores_codex":[0.9990043,0.0001274358,0.0001288642,0.0003580189,0.0002129953,0.0001683781],"domain_scores_gemma":[0.9978502,0.0005476091,0.0001860489,0.000595646,0.0005819933,0.0002385231],"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":[0.00003174015,0.00001001277,0.0003703188,0.0004697921,0.0000135153,0.0000144591,0.00002234464,0.000122468,0.0001141902,0.0003736096,0.9967031,0.001754377],"study_design_scores_gemma":[0.00006199068,0.000007420724,0.001478386,0.0001288585,0.00001141286,0.00003247595,0.00005756814,0.0001686734,0.0001832106,0.0007538957,0.9971009,0.00001519854],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000047473,0.00002749044,0.00006679264,0.00003772892,0.00001499069,0.00000639934,0.9982475,0.0007047706,0.0008468857],"genre_scores_gemma":[0.0001788297,0.00003677046,0.0002734054,0.00005192388,0.000004186152,0.00004692932,0.9985663,0.0002392016,0.0006024215],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8381293,"threshold_uncertainty_score":0.5415113,"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."}}