{"id":"W4395203115","doi":"10.15468/dl.4rpk5a","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":[0.0009573491,0.002025081,0.001487545,0.004442604,0.0009444953,0.002338554,0.002708218,0.001971531,0.1513212],"category_scores_gemma":[0.005612175,0.0009218152,0.001164191,0.008953999,0.0004527537,0.002187008,0.002424288,0.001933597,0.2049111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001590059,"about_ca_system_score_gemma":0.002233991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02190853,"about_ca_topic_score_gemma":0.03597658,"domain_scores_codex":[0.9989752,0.0001420428,0.0001284494,0.0003721478,0.0002106181,0.0001715376],"domain_scores_gemma":[0.9977345,0.0006226896,0.0002207324,0.0005716255,0.0005717566,0.0002786607],"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":[0.00003108669,0.00001168258,0.0003690155,0.0004671725,0.00001310231,0.00001264087,0.00001882414,0.0001284421,0.0001037718,0.000331984,0.9972771,0.001235231],"study_design_scores_gemma":[0.00009130615,0.000009703285,0.001893228,0.000169051,0.00001397039,0.00003541159,0.0000626037,0.0001825645,0.0001920089,0.0008054601,0.9965262,0.0000183987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004509573,0.00002303796,0.00004010071,0.00003388603,0.00001210553,0.000004993797,0.9988901,0.0003574366,0.0005931511],"genre_scores_gemma":[0.0001612095,0.00003053343,0.0001860428,0.00004772114,0.000003522743,0.00004114125,0.9989384,0.0001486646,0.000442773],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8486788,"threshold_uncertainty_score":0.5062197,"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."}}