{"id":"W4395965193","doi":"10.15468/dl.dmynqm","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; Geography; 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":[0.0009801427,0.001926887,0.00152872,0.004530743,0.000954569,0.002390017,0.002813145,0.002157263,0.141518],"category_scores_gemma":[0.005404988,0.0008917926,0.001150571,0.008783745,0.0004563646,0.002164501,0.002386276,0.002134209,0.1924346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001587724,"about_ca_system_score_gemma":0.002183098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02051771,"about_ca_topic_score_gemma":0.03538594,"domain_scores_codex":[0.9989983,0.0001424724,0.0001263657,0.0003447442,0.0002232603,0.0001647861],"domain_scores_gemma":[0.9976162,0.0006862251,0.0002298916,0.0006168038,0.0005657223,0.000285175],"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":[0.00002837021,0.00001373431,0.0003921484,0.0004680426,0.00001446923,0.00001551468,0.00002328876,0.0001488259,0.0001087505,0.0003742349,0.9971955,0.001217094],"study_design_scores_gemma":[0.00009227858,0.000008926524,0.002116487,0.000168746,0.00001430539,0.00003919745,0.00007653731,0.0002198362,0.000193118,0.000829056,0.9962226,0.00001880298],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004874631,0.00002334181,0.0000463014,0.00003718946,0.00001184465,0.000005538316,0.9988894,0.0003561788,0.0005814987],"genre_scores_gemma":[0.0001730044,0.00002807013,0.000197068,0.00004270329,0.000003606897,0.00004422925,0.9989694,0.0001300265,0.0004118521],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.858482,"threshold_uncertainty_score":0.4734248,"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."}}