{"id":"W4396256882","doi":"10.15468/dl.g5qnv7","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":[0.001002488,0.001959119,0.001569172,0.004401314,0.00101605,0.002592168,0.002764629,0.002213074,0.1440651],"category_scores_gemma":[0.005860427,0.0008773834,0.001170253,0.008588205,0.0004308607,0.002442806,0.002332125,0.002145329,0.2051916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001656542,"about_ca_system_score_gemma":0.002170268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02010398,"about_ca_topic_score_gemma":0.03355283,"domain_scores_codex":[0.9989116,0.0001592278,0.0001361948,0.0003830709,0.0002358526,0.0001739934],"domain_scores_gemma":[0.997659,0.0006745979,0.0002123588,0.0005967846,0.0005810311,0.0002762956],"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":[0.00002981378,0.00001234016,0.0003628986,0.0004520168,0.00001303201,0.00001413756,0.00001820644,0.0001306437,0.00009986495,0.0003476639,0.997304,0.001215555],"study_design_scores_gemma":[0.00008662623,0.00000872292,0.001828417,0.000178907,0.00001355721,0.00003697046,0.00006840671,0.000210046,0.0001868251,0.0008339817,0.9965296,0.00001787292],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004293793,0.00002534662,0.00004424384,0.00003889105,0.00001194017,0.00000537239,0.9988818,0.0003471519,0.0006022608],"genre_scores_gemma":[0.0001636693,0.00003047104,0.0001838094,0.00004735402,0.000003849761,0.00004146527,0.998968,0.0001238124,0.000437698],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8559349,"threshold_uncertainty_score":0.4819457,"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."}}