{"id":"W4395283155","doi":"10.15468/dl.2yz2ha","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":[0.001090058,0.001915609,0.001631245,0.004928718,0.0009569483,0.002716298,0.002824834,0.002110073,0.1781677],"category_scores_gemma":[0.006673564,0.00096804,0.001097816,0.009609721,0.0004510061,0.002321331,0.002494647,0.002044839,0.2247061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001729273,"about_ca_system_score_gemma":0.002453222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02202428,"about_ca_topic_score_gemma":0.03420592,"domain_scores_codex":[0.9989198,0.0001447604,0.0001482614,0.0003707832,0.0002436526,0.0001727454],"domain_scores_gemma":[0.9973761,0.0008000727,0.0002533982,0.0006169722,0.0006503723,0.0003031348],"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":[0.00002820984,0.00001024223,0.0003396175,0.0005288879,0.00001423472,0.00001419338,0.00002148695,0.0001164902,0.00009506387,0.0003723896,0.9972478,0.001211252],"study_design_scores_gemma":[0.00008774676,0.000007437349,0.001757414,0.0001968789,0.00001432954,0.00003363592,0.00006601131,0.0001624862,0.0001753091,0.0007632693,0.9967183,0.00001692995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003057388,0.00002089894,0.00003726933,0.00003173936,0.000009175611,0.000004578759,0.9990156,0.0003134436,0.0005368106],"genre_scores_gemma":[0.0001551212,0.00003263319,0.0001815501,0.00004482106,0.000003313067,0.00004183959,0.9989548,0.00015695,0.0004288664],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8218323,"threshold_uncertainty_score":0.5960305,"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."}}