{"id":"W4395563145","doi":"10.15468/dl.5m4cms","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":[0.0008396195,0.001917464,0.001452215,0.004598986,0.0009896891,0.00239717,0.002874646,0.002099669,0.1409298],"category_scores_gemma":[0.00562904,0.0008860797,0.001196543,0.009416605,0.0004175078,0.002332023,0.002427166,0.001994547,0.1987771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001667697,"about_ca_system_score_gemma":0.002204224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02279003,"about_ca_topic_score_gemma":0.03952989,"domain_scores_codex":[0.9989857,0.0001350871,0.0001305704,0.000342083,0.0002433867,0.000163149],"domain_scores_gemma":[0.9978889,0.0005577402,0.0001752691,0.000546452,0.0005954791,0.0002362625],"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":[0.00002813719,0.00001249875,0.0003632879,0.0004747533,0.00001338641,0.00001538146,0.00002148606,0.0001388052,0.0001057643,0.0003536785,0.9968075,0.001665405],"study_design_scores_gemma":[0.0000714113,0.00000755575,0.001655652,0.0001687772,0.00001211868,0.00004008692,0.00007274396,0.000209411,0.0001908792,0.0007490048,0.9968064,0.00001604597],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005328548,0.00003236264,0.00006140683,0.00004321528,0.00001354092,0.000006571955,0.9984516,0.0005260054,0.0008120837],"genre_scores_gemma":[0.0001862131,0.0000364805,0.0002472023,0.00004819786,0.000003560589,0.000042677,0.9987898,0.0001580144,0.0004878538],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8590702,"threshold_uncertainty_score":0.4714572,"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."}}